get_hdr_1d is used to estimate a 1-dimensional density and compute corresponding HDRs.
The estimated density and HDRs are represented in a discrete form as a grid, defined by arguments range and n.
get_hdr_1d is used internally by layer functions stat_hdr_rug() and stat_hdr_rug_fun().
Arguments
- x
A vector of data
- method
Either a character (
"kde","norm","histogram","freqpoly", or"fun") ormethod_*_1d()function. See the "Themethodargument" section below for details.- probs
Probabilities to compute HDRs for.
- n
Resolution of grid representing estimated density and HDRs.
- range
Range of grid representing estimated density and HDRs.
- hdr_membership
Should HDR membership of data points (
x) be computed?- fun
Optional, a probability density function, must be vectorized in its first argument. See the "The
funargument" section below for details.- args
Optional, a list of arguments to be provided to
fun.
Value
get_hdr_1d returns a list with elements df_est (data.frame), breaks (named numeric), and data (data.frame).
df_est: the estimated HDRs and density evaluated on the grid defined byrangeandn. The column of estimated HDRs (df_est$hdr) is a numeric vector with values fromprobs. The columnsdf_est$fhatanddf_est$fhat_discretizedcorrespond to the estimated density on the original scale and rescaled to sum to 1, respectively.breaks: the heights of the estimated density (df_est$fhat) corresponding to the HDRs specified byprobs. Will always have additional elementInfrepresenting the cutoff for the 100% HDR.data: the original data provided in thedataargument. Ifhdr_membershipis set toTRUE, this includes a column (data$hdr_membership) with the HDR corresponding to each data point.
The method argument
The density estimator used to estimate the HDRs is specified with the method argument.
The simplest way to specify an estimator is to provide a character value to method,
for example method = "kde" specifies a kernel density estimator.
However, this specification is limited to the default behavior of the estimator.
Instead, it is possible to provide a function call, for example: method = method_kde_1d().
This is slightly different from the function calls provided in get_hdr(), note the _1d suffix.
In many cases, these functions accept parameters governing the density estimation procedure.
Here, method_kde_1d() accepts several parameters related to the choice of kernel.
For details, see ?method_kde_1d.
Every method of univariate density estimation implemented has such corresponding method_*_1d() function,
each with an associated help page.
Note: geom_hdr_rug() and other layer functions also have method arguments which behave in the same way.
For more details on the use and implementation of the method_*_1d() functions,
see vignette("method", "ggdensity").
The fun argument
If method is set to "fun", get_hdr_1d() expects a univariate probability
density function to be specified with the fun argument.
It is required that fun be a function of at least one argument (x).
Beyond this first argument, fun can have arbitrarily many arguments;
these can be set in get_hdr_1d() as a named list via the args parameter.
Note: get_hdr_1d() requires that fun be vectorized in x.
For an example of an appropriate choice of fun, see the final example below.
Examples
x <- rnorm(1e3)
# Two ways to specify `method`
get_hdr_1d(x, method = "kde")
#> $df_est
#> x fhat fhat_discretized hdr
#> 1 -3.158955384 0.007234718 8.831908e-05 1.00
#> 2 -3.146781799 0.007421808 9.060301e-05 1.00
#> 3 -3.134608215 0.007598888 9.276475e-05 1.00
#> 4 -3.122434630 0.007767126 9.481854e-05 1.00
#> 5 -3.110261045 0.007926459 9.676363e-05 1.00
#> 6 -3.098087460 0.008076370 9.859370e-05 1.00
#> 7 -3.085913875 0.008214569 1.002808e-04 1.00
#> 8 -3.073740290 0.008344481 1.018667e-04 1.00
#> 9 -3.061566705 0.008466484 1.033561e-04 1.00
#> 10 -3.049393120 0.008580994 1.047540e-04 1.00
#> 11 -3.037219535 0.008686937 1.060473e-04 1.00
#> 12 -3.025045950 0.008786401 1.072615e-04 1.00
#> 13 -3.012872365 0.008881038 1.084168e-04 1.00
#> 14 -3.000698780 0.008971610 1.095225e-04 1.00
#> 15 -2.988525195 0.009058777 1.105866e-04 1.00
#> 16 -2.976351610 0.009143667 1.116229e-04 1.00
#> 17 -2.964178026 0.009228241 1.126554e-04 1.00
#> 18 -2.952004441 0.009313423 1.136952e-04 1.00
#> 19 -2.939830856 0.009400141 1.147539e-04 1.00
#> 20 -2.927657271 0.009490616 1.158584e-04 1.00
#> 21 -2.915483686 0.009586049 1.170234e-04 1.00
#> 22 -2.903310101 0.009686973 1.182554e-04 1.00
#> 23 -2.891136516 0.009794237 1.195649e-04 1.00
#> 24 -2.878962931 0.009909503 1.209720e-04 1.00
#> 25 -2.866789346 0.010035973 1.225159e-04 1.00
#> 26 -2.854615761 0.010172045 1.241770e-04 1.00
#> 27 -2.842442176 0.010318328 1.259628e-04 1.00
#> 28 -2.830268591 0.010475404 1.278803e-04 1.00
#> 29 -2.818095006 0.010647604 1.299825e-04 1.00
#> 30 -2.805921422 0.010833231 1.322486e-04 1.00
#> 31 -2.793747837 0.011031490 1.346688e-04 1.00
#> 32 -2.781574252 0.011242667 1.372468e-04 1.00
#> 33 -2.769400667 0.011468581 1.400047e-04 1.00
#> 34 -2.757227082 0.011711854 1.429745e-04 1.00
#> 35 -2.745053497 0.011968749 1.461106e-04 1.00
#> 36 -2.732879912 0.012239319 1.494136e-04 1.00
#> 37 -2.720706327 0.012523600 1.528840e-04 1.00
#> 38 -2.708532742 0.012826084 1.565767e-04 1.00
#> 39 -2.696359157 0.013143267 1.604487e-04 1.00
#> 40 -2.684185572 0.013474062 1.644870e-04 1.00
#> 41 -2.672011987 0.013818422 1.686908e-04 1.00
#> 42 -2.659838402 0.014178127 1.730820e-04 1.00
#> 43 -2.647664817 0.014554897 1.776814e-04 1.00
#> 44 -2.635491233 0.014945109 1.824450e-04 0.99
#> 45 -2.623317648 0.015348776 1.873729e-04 0.99
#> 46 -2.611144063 0.015765928 1.924653e-04 0.99
#> 47 -2.598970478 0.016201382 1.977812e-04 0.99
#> 48 -2.586796893 0.016651383 2.032747e-04 0.99
#> 49 -2.574623308 0.017115327 2.089383e-04 0.99
#> 50 -2.562449723 0.017593396 2.147744e-04 0.99
#> 51 -2.550276138 0.018088089 2.208135e-04 0.99
#> 52 -2.538102553 0.018601299 2.270786e-04 0.99
#> 53 -2.525928968 0.019129774 2.335301e-04 0.99
#> 54 -2.513755383 0.019673857 2.401720e-04 0.99
#> 55 -2.501581798 0.020233901 2.470089e-04 0.99
#> 56 -2.489408213 0.020816623 2.541225e-04 0.99
#> 57 -2.477234628 0.021417272 2.614551e-04 0.99
#> 58 -2.465061044 0.022035678 2.690044e-04 0.99
#> 59 -2.452887459 0.022672284 2.767759e-04 0.99
#> 60 -2.440713874 0.023330960 2.848168e-04 0.99
#> 61 -2.428540289 0.024013661 2.931509e-04 0.99
#> 62 -2.416366704 0.024716530 3.017313e-04 0.99
#> 63 -2.404193119 0.025440005 3.105633e-04 0.99
#> 64 -2.392019534 0.026184517 3.196521e-04 0.99
#> 65 -2.379845949 0.026959134 3.291083e-04 0.99
#> 66 -2.367672364 0.027756476 3.388420e-04 0.99
#> 67 -2.355498779 0.028576500 3.488526e-04 0.99
#> 68 -2.343325194 0.029419522 3.591439e-04 0.99
#> 69 -2.331151609 0.030290465 3.697761e-04 0.99
#> 70 -2.318978024 0.031190140 3.807591e-04 0.99
#> 71 -2.306804440 0.032113796 3.920348e-04 0.99
#> 72 -2.294630855 0.033061551 4.036046e-04 0.99
#> 73 -2.282457270 0.034033558 4.154706e-04 0.99
#> 74 -2.270283685 0.035039534 4.277512e-04 0.99
#> 75 -2.258110100 0.036069654 4.403266e-04 0.99
#> 76 -2.245936515 0.037123783 4.531950e-04 0.99
#> 77 -2.233762930 0.038201758 4.663546e-04 0.99
#> 78 -2.221589345 0.039308321 4.798632e-04 0.99
#> 79 -2.209415760 0.040442293 4.937063e-04 0.99
#> 80 -2.197242175 0.041598786 5.078244e-04 0.99
#> 81 -2.185068590 0.042777353 5.222120e-04 0.99
#> 82 -2.172895005 0.043977974 5.368688e-04 0.99
#> 83 -2.160721420 0.045207128 5.518739e-04 0.99
#> 84 -2.148547835 0.046455885 5.671183e-04 0.99
#> 85 -2.136374251 0.047723539 5.825934e-04 0.99
#> 86 -2.124200666 0.049009365 5.982904e-04 0.99
#> 87 -2.112027081 0.050316283 6.142448e-04 0.99
#> 88 -2.099853496 0.051641589 6.304237e-04 0.99
#> 89 -2.087679911 0.052981489 6.467808e-04 0.99
#> 90 -2.075506326 0.054335097 6.633052e-04 0.99
#> 91 -2.063332741 0.055701982 6.799916e-04 0.99
#> 92 -2.051159156 0.057084148 6.968647e-04 0.99
#> 93 -2.038985571 0.058476065 7.138567e-04 0.95
#> 94 -2.026811986 0.059876837 7.309569e-04 0.95
#> 95 -2.014638401 0.061285579 7.481544e-04 0.95
#> 96 -2.002464816 0.062702776 7.654551e-04 0.95
#> 97 -1.990291231 0.064126179 7.828315e-04 0.95
#> 98 -1.978117646 0.065554046 8.002624e-04 0.95
#> 99 -1.965944062 0.066985687 8.177394e-04 0.95
#> 100 -1.953770477 0.068420563 8.352559e-04 0.95
#> 101 -1.941596892 0.069858267 8.528070e-04 0.95
#> 102 -1.929423307 0.071297360 8.703749e-04 0.95
#> 103 -1.917249722 0.072737488 8.879556e-04 0.95
#> 104 -1.905076137 0.074178337 9.055450e-04 0.95
#> 105 -1.892902552 0.075619692 9.231406e-04 0.95
#> 106 -1.880728967 0.077061305 9.407393e-04 0.95
#> 107 -1.868555382 0.078503172 9.583412e-04 0.95
#> 108 -1.856381797 0.079945375 9.759471e-04 0.95
#> 109 -1.844208212 0.081388107 9.935595e-04 0.95
#> 110 -1.832034627 0.082832031 1.011186e-03 0.95
#> 111 -1.819861042 0.084277385 1.028831e-03 0.95
#> 112 -1.807687457 0.085724587 1.046498e-03 0.95
#> 113 -1.795513873 0.087174081 1.064193e-03 0.95
#> 114 -1.783340288 0.088627506 1.081936e-03 0.95
#> 115 -1.771166703 0.090085359 1.099733e-03 0.95
#> 116 -1.758993118 0.091547913 1.117587e-03 0.95
#> 117 -1.746819533 0.093015787 1.135506e-03 0.95
#> 118 -1.734645948 0.094490326 1.153507e-03 0.95
#> 119 -1.722472363 0.095974174 1.171621e-03 0.95
#> 120 -1.710298778 0.097466137 1.189835e-03 0.95
#> 121 -1.698125193 0.098966853 1.208155e-03 0.95
#> 122 -1.685951608 0.100476951 1.226590e-03 0.95
#> 123 -1.673778023 0.102000585 1.245190e-03 0.95
#> 124 -1.661604438 0.103536556 1.263941e-03 0.95
#> 125 -1.649430853 0.105084462 1.282837e-03 0.95
#> 126 -1.637257269 0.106644836 1.301885e-03 0.95
#> 127 -1.625083684 0.108219867 1.321113e-03 0.95
#> 128 -1.612910099 0.109812732 1.340558e-03 0.95
#> 129 -1.600736514 0.111420140 1.360181e-03 0.95
#> 130 -1.588562929 0.113042503 1.379986e-03 0.95
#> 131 -1.576389344 0.114680226 1.399979e-03 0.95
#> 132 -1.564215759 0.116339185 1.420231e-03 0.95
#> 133 -1.552042174 0.118015875 1.440699e-03 0.95
#> 134 -1.539868589 0.119709467 1.461374e-03 0.95
#> 135 -1.527695004 0.121420279 1.482259e-03 0.95
#> 136 -1.515521419 0.123151147 1.503389e-03 0.95
#> 137 -1.503347834 0.124904886 1.524798e-03 0.95
#> 138 -1.491174249 0.126677112 1.546433e-03 0.95
#> 139 -1.479000664 0.128468086 1.568297e-03 0.95
#> 140 -1.466827080 0.130278067 1.590392e-03 0.95
#> 141 -1.454653495 0.132114252 1.612808e-03 0.95
#> 142 -1.442479910 0.133971246 1.635477e-03 0.95
#> 143 -1.430306325 0.135848225 1.658391e-03 0.95
#> 144 -1.418132740 0.137745377 1.681551e-03 0.95
#> 145 -1.405959155 0.139666164 1.704999e-03 0.95
#> 146 -1.393785570 0.141612627 1.728761e-03 0.95
#> 147 -1.381611985 0.143579857 1.752776e-03 0.95
#> 148 -1.369438400 0.145567927 1.777046e-03 0.95
#> 149 -1.357264815 0.147576892 1.801571e-03 0.95
#> 150 -1.345091230 0.149614535 1.826445e-03 0.95
#> 151 -1.332917645 0.151673738 1.851584e-03 0.95
#> 152 -1.320744060 0.153753734 1.876975e-03 0.95
#> 153 -1.308570475 0.155854432 1.902620e-03 0.95
#> 154 -1.296396891 0.157979360 1.928561e-03 0.95
#> 155 -1.284223306 0.160129181 1.954805e-03 0.95
#> 156 -1.272049721 0.162299094 1.981294e-03 0.80
#> 157 -1.259876136 0.164488932 2.008027e-03 0.80
#> 158 -1.247702551 0.166698529 2.035001e-03 0.80
#> 159 -1.235528966 0.168935242 2.062306e-03 0.80
#> 160 -1.223355381 0.171191515 2.089850e-03 0.80
#> 161 -1.211181796 0.173467019 2.117629e-03 0.80
#> 162 -1.199008211 0.175761714 2.145642e-03 0.80
#> 163 -1.186834626 0.178079422 2.173936e-03 0.80
#> 164 -1.174661041 0.180420511 2.202515e-03 0.80
#> 165 -1.162487456 0.182781304 2.231335e-03 0.80
#> 166 -1.150313871 0.185162125 2.260399e-03 0.80
#> 167 -1.138140287 0.187563470 2.289714e-03 0.80
#> 168 -1.125966702 0.189994555 2.319392e-03 0.80
#> 169 -1.113793117 0.192448051 2.349343e-03 0.80
#> 170 -1.101619532 0.194924798 2.379578e-03 0.80
#> 171 -1.089445947 0.197425683 2.410108e-03 0.80
#> 172 -1.077272362 0.199957618 2.441017e-03 0.80
#> 173 -1.065098777 0.202522051 2.472323e-03 0.80
#> 174 -1.052925192 0.205115520 2.503983e-03 0.80
#> 175 -1.040751607 0.207739327 2.536014e-03 0.80
#> 176 -1.028578022 0.210395673 2.568442e-03 0.80
#> 177 -1.016404437 0.213098921 2.601442e-03 0.80
#> 178 -1.004230852 0.215838435 2.634885e-03 0.80
#> 179 -0.992057267 0.218615523 2.668787e-03 0.80
#> 180 -0.979883682 0.221431460 2.703163e-03 0.80
#> 181 -0.967710098 0.224297525 2.738151e-03 0.80
#> 182 -0.955536513 0.227212822 2.773740e-03 0.80
#> 183 -0.943362928 0.230171303 2.809856e-03 0.80
#> 184 -0.931189343 0.233173552 2.846507e-03 0.80
#> 185 -0.919015758 0.236222072 2.883722e-03 0.80
#> 186 -0.906842173 0.239330980 2.921675e-03 0.80
#> 187 -0.894668588 0.242483850 2.960164e-03 0.80
#> 188 -0.882495003 0.245679965 2.999181e-03 0.80
#> 189 -0.870321418 0.248918458 3.038715e-03 0.80
#> 190 -0.858147833 0.252208005 3.078873e-03 0.80
#> 191 -0.845974248 0.255540816 3.119559e-03 0.80
#> 192 -0.833800663 0.258908570 3.160671e-03 0.80
#> 193 -0.821627078 0.262308759 3.202180e-03 0.80
#> 194 -0.809453493 0.265740273 3.244071e-03 0.80
#> 195 -0.797279909 0.269204017 3.286355e-03 0.80
#> 196 -0.785106324 0.272686149 3.328864e-03 0.80
#> 197 -0.772932739 0.276182708 3.371549e-03 0.80
#> 198 -0.760759154 0.279689624 3.414360e-03 0.80
#> 199 -0.748585569 0.283201683 3.457234e-03 0.80
#> 200 -0.736411984 0.286709640 3.500058e-03 0.80
#> 201 -0.724238399 0.290208201 3.542767e-03 0.80
#> 202 -0.712064814 0.293692574 3.585303e-03 0.80
#> 203 -0.699891229 0.297155579 3.627578e-03 0.80
#> 204 -0.687717644 0.300581871 3.669406e-03 0.80
#> 205 -0.675544059 0.303973024 3.710804e-03 0.80
#> 206 -0.663370474 0.307324406 3.751716e-03 0.80
#> 207 -0.651196889 0.310631450 3.792088e-03 0.80
#> 208 -0.639023304 0.313872520 3.831653e-03 0.80
#> 209 -0.626849720 0.317049596 3.870438e-03 0.80
#> 210 -0.614676135 0.320164472 3.908464e-03 0.80
#> 211 -0.602502550 0.323213585 3.945686e-03 0.50
#> 212 -0.590328965 0.326185723 3.981969e-03 0.50
#> 213 -0.578155380 0.329060761 4.017067e-03 0.50
#> 214 -0.565981795 0.331857281 4.051206e-03 0.50
#> 215 -0.553808210 0.334573093 4.084359e-03 0.50
#> 216 -0.541634625 0.337206141 4.116503e-03 0.50
#> 217 -0.529461040 0.339726868 4.147275e-03 0.50
#> 218 -0.517287455 0.342152318 4.176884e-03 0.50
#> 219 -0.505113870 0.344489130 4.205411e-03 0.50
#> 220 -0.492940285 0.346736523 4.232847e-03 0.50
#> 221 -0.480766700 0.348882620 4.259045e-03 0.50
#> 222 -0.468593116 0.350912617 4.283827e-03 0.50
#> 223 -0.456419531 0.352851847 4.307500e-03 0.50
#> 224 -0.444245946 0.354700419 4.330067e-03 0.50
#> 225 -0.432072361 0.356458507 4.351529e-03 0.50
#> 226 -0.419898776 0.358096463 4.371525e-03 0.50
#> 227 -0.407725191 0.359639144 4.390357e-03 0.50
#> 228 -0.395551606 0.361093334 4.408110e-03 0.50
#> 229 -0.383378021 0.362459678 4.424790e-03 0.50
#> 230 -0.371204436 0.363726595 4.440256e-03 0.50
#> 231 -0.359030851 0.364885549 4.454404e-03 0.50
#> 232 -0.346857266 0.365960143 4.467522e-03 0.50
#> 233 -0.334683681 0.366951341 4.479622e-03 0.50
#> 234 -0.322510096 0.367860136 4.490717e-03 0.50
#> 235 -0.310336511 0.368659647 4.500477e-03 0.50
#> 236 -0.298162927 0.369376699 4.509230e-03 0.50
#> 237 -0.285989342 0.370016622 4.517042e-03 0.50
#> 238 -0.273815757 0.370580854 4.523930e-03 0.50
#> 239 -0.261642172 0.371059350 4.529772e-03 0.50
#> 240 -0.249468587 0.371449939 4.534540e-03 0.50
#> 241 -0.237295002 0.371772432 4.538477e-03 0.50
#> 242 -0.225121417 0.372028944 4.541608e-03 0.50
#> 243 -0.212947832 0.372221667 4.543961e-03 0.50
#> 244 -0.200774247 0.372332131 4.545309e-03 0.50
#> 245 -0.188600662 0.372385608 4.545962e-03 0.50
#> 246 -0.176427077 0.372386794 4.545977e-03 0.50
#> 247 -0.164253492 0.372338700 4.545390e-03 0.50
#> 248 -0.152079907 0.372237227 4.544151e-03 0.50
#> 249 -0.139906322 0.372087548 4.542324e-03 0.50
#> 250 -0.127732738 0.371903329 4.540075e-03 0.50
#> 251 -0.115559153 0.371688273 4.537449e-03 0.50
#> 252 -0.103385568 0.371446139 4.534493e-03 0.50
#> 253 -0.091211983 0.371175251 4.531187e-03 0.50
#> 254 -0.079038398 0.370890264 4.527708e-03 0.50
#> 255 -0.066864813 0.370595389 4.524108e-03 0.50
#> 256 -0.054691228 0.370294633 4.520436e-03 0.50
#> 257 -0.042517643 0.369993239 4.516757e-03 0.50
#> 258 -0.030344058 0.369699135 4.513167e-03 0.50
#> 259 -0.018170473 0.369416204 4.509713e-03 0.50
#> 260 -0.005996888 0.369148147 4.506440e-03 0.50
#> 261 0.006176697 0.368898849 4.503397e-03 0.50
#> 262 0.018350282 0.368683452 4.500767e-03 0.50
#> 263 0.030523866 0.368497608 4.498499e-03 0.50
#> 264 0.042697451 0.368344156 4.496625e-03 0.50
#> 265 0.054871036 0.368225819 4.495181e-03 0.50
#> 266 0.067044621 0.368154523 4.494310e-03 0.50
#> 267 0.079218206 0.368132874 4.494046e-03 0.50
#> 268 0.091391791 0.368155356 4.494321e-03 0.50
#> 269 0.103565376 0.368223314 4.495150e-03 0.50
#> 270 0.115738961 0.368339352 4.496567e-03 0.50
#> 271 0.127912546 0.368521153 4.498786e-03 0.50
#> 272 0.140086131 0.368751058 4.501593e-03 0.50
#> 273 0.152259716 0.369028719 4.504982e-03 0.50
#> 274 0.164433301 0.369353608 4.508949e-03 0.50
#> 275 0.176606886 0.369735496 4.513610e-03 0.50
#> 276 0.188780471 0.370167885 4.518889e-03 0.50
#> 277 0.200954055 0.370641092 4.524666e-03 0.50
#> 278 0.213127640 0.371152732 4.530912e-03 0.50
#> 279 0.225301225 0.371701721 4.537614e-03 0.50
#> 280 0.237474810 0.372291753 4.544816e-03 0.50
#> 281 0.249648395 0.372906161 4.552317e-03 0.50
#> 282 0.261821980 0.373540762 4.560064e-03 0.50
#> 283 0.273995565 0.374191213 4.568004e-03 0.50
#> 284 0.286169150 0.374853099 4.576085e-03 0.50
#> 285 0.298342735 0.375515437 4.584170e-03 0.50
#> 286 0.310516320 0.376171245 4.592176e-03 0.50
#> 287 0.322689905 0.376814736 4.600032e-03 0.50
#> 288 0.334863490 0.377437981 4.607640e-03 0.50
#> 289 0.347037075 0.378021924 4.614768e-03 0.50
#> 290 0.359210660 0.378566290 4.621414e-03 0.50
#> 291 0.371384244 0.379064436 4.627495e-03 0.50
#> 292 0.383557829 0.379509679 4.632931e-03 0.50
#> 293 0.395731414 0.379874465 4.637384e-03 0.50
#> 294 0.407904999 0.380155874 4.640819e-03 0.50
#> 295 0.420078584 0.380354980 4.643250e-03 0.50
#> 296 0.432252169 0.380465158 4.644595e-03 0.50
#> 297 0.444425754 0.380470385 4.644659e-03 0.50
#> 298 0.456599339 0.380334784 4.643003e-03 0.50
#> 299 0.468772924 0.380083008 4.639930e-03 0.50
#> 300 0.480946509 0.379709437 4.635369e-03 0.50
#> 301 0.493120094 0.379208602 4.629255e-03 0.50
#> 302 0.505293679 0.378532460 4.621001e-03 0.50
#> 303 0.517467264 0.377699158 4.610828e-03 0.50
#> 304 0.529640849 0.376719031 4.598863e-03 0.50
#> 305 0.541814433 0.375588637 4.585064e-03 0.50
#> 306 0.553988018 0.374287762 4.569183e-03 0.50
#> 307 0.566161603 0.372782448 4.550807e-03 0.50
#> 308 0.578335188 0.371117254 4.530479e-03 0.50
#> 309 0.590508773 0.369291465 4.508190e-03 0.50
#> 310 0.602682358 0.367304654 4.483936e-03 0.50
#> 311 0.614855943 0.365106097 4.457096e-03 0.50
#> 312 0.627029528 0.362735852 4.428161e-03 0.50
#> 313 0.639203113 0.360209803 4.397324e-03 0.50
#> 314 0.651376698 0.357530580 4.364617e-03 0.50
#> 315 0.663550283 0.354682943 4.329854e-03 0.50
#> 316 0.675723868 0.351653158 4.292867e-03 0.50
#> 317 0.687897453 0.348487760 4.254225e-03 0.50
#> 318 0.700071037 0.345192188 4.213994e-03 0.50
#> 319 0.712244622 0.341772119 4.172243e-03 0.50
#> 320 0.724418207 0.338198572 4.128618e-03 0.50
#> 321 0.736591792 0.334515318 4.083654e-03 0.50
#> 322 0.748765377 0.330737256 4.037533e-03 0.50
#> 323 0.760938962 0.326871969 3.990347e-03 0.50
#> 324 0.773112547 0.322917804 3.942075e-03 0.80
#> 325 0.785286132 0.318883283 3.892823e-03 0.80
#> 326 0.797459717 0.314796626 3.842935e-03 0.80
#> 327 0.809633302 0.310666092 3.792510e-03 0.80
#> 328 0.821806887 0.306499940 3.741651e-03 0.80
#> 329 0.833980472 0.302303167 3.690419e-03 0.80
#> 330 0.846154057 0.298096768 3.639068e-03 0.80
#> 331 0.858327642 0.293889341 3.587705e-03 0.80
#> 332 0.870501226 0.289688313 3.536421e-03 0.80
#> 333 0.882674811 0.285505429 3.485357e-03 0.80
#> 334 0.894848396 0.281355511 3.434696e-03 0.80
#> 335 0.907021981 0.277240591 3.384463e-03 0.80
#> 336 0.919195566 0.273166140 3.334723e-03 0.80
#> 337 0.931369151 0.269137400 3.285542e-03 0.80
#> 338 0.943542736 0.265181837 3.237253e-03 0.80
#> 339 0.955716321 0.261287132 3.189708e-03 0.80
#> 340 0.967889906 0.257454795 3.142924e-03 0.80
#> 341 0.980063491 0.253687432 3.096934e-03 0.80
#> 342 0.992237076 0.250000384 3.051923e-03 0.80
#> 343 1.004410661 0.246398417 3.007952e-03 0.80
#> 344 1.016584246 0.242867005 2.964841e-03 0.80
#> 345 1.028757831 0.239406153 2.922592e-03 0.80
#> 346 1.040931415 0.236015631 2.881202e-03 0.80
#> 347 1.053105000 0.232721327 2.840986e-03 0.80
#> 348 1.065278585 0.229493737 2.801585e-03 0.80
#> 349 1.077452170 0.226330411 2.762968e-03 0.80
#> 350 1.089625755 0.223229175 2.725109e-03 0.80
#> 351 1.101799340 0.220198797 2.688115e-03 0.80
#> 352 1.113972925 0.217233167 2.651912e-03 0.80
#> 353 1.126146510 0.214317475 2.616318e-03 0.80
#> 354 1.138320095 0.211448534 2.581295e-03 0.80
#> 355 1.150493680 0.208623617 2.546809e-03 0.80
#> 356 1.162667265 0.205851356 2.512966e-03 0.80
#> 357 1.174840850 0.203111502 2.479519e-03 0.80
#> 358 1.187014435 0.200400846 2.446428e-03 0.80
#> 359 1.199188019 0.197716230 2.413655e-03 0.80
#> 360 1.211361604 0.195058393 2.381209e-03 0.80
#> 361 1.223535189 0.192420771 2.349010e-03 0.80
#> 362 1.235708774 0.189797035 2.316980e-03 0.80
#> 363 1.247882359 0.187184877 2.285092e-03 0.80
#> 364 1.260055944 0.184582306 2.253321e-03 0.80
#> 365 1.272229529 0.181988285 2.221654e-03 0.80
#> 366 1.284403114 0.179398191 2.190035e-03 0.80
#> 367 1.296576699 0.176810975 2.158451e-03 0.80
#> 368 1.308750284 0.174225715 2.126891e-03 0.80
#> 369 1.320923869 0.171641779 2.095347e-03 0.80
#> 370 1.333097454 0.169058591 2.063812e-03 0.80
#> 371 1.345271039 0.166476188 2.032287e-03 0.80
#> 372 1.357444624 0.163894874 2.000775e-03 0.80
#> 373 1.369618208 0.161315209 1.969284e-03 0.95
#> 374 1.381791793 0.158739316 1.937838e-03 0.95
#> 375 1.393965378 0.156167764 1.906445e-03 0.95
#> 376 1.406138963 0.153601710 1.875120e-03 0.95
#> 377 1.418312548 0.151042363 1.843876e-03 0.95
#> 378 1.430486133 0.148493910 1.812765e-03 0.95
#> 379 1.442659718 0.145957986 1.781808e-03 0.95
#> 380 1.454833303 0.143434870 1.751006e-03 0.95
#> 381 1.467006888 0.140926030 1.720379e-03 0.95
#> 382 1.479180473 0.138434263 1.689960e-03 0.95
#> 383 1.491354058 0.135966890 1.659839e-03 0.95
#> 384 1.503527643 0.133519936 1.629968e-03 0.95
#> 385 1.515701228 0.131094658 1.600361e-03 0.95
#> 386 1.527874813 0.128692272 1.571033e-03 0.95
#> 387 1.540048397 0.126321389 1.542090e-03 0.95
#> 388 1.552221982 0.123979791 1.513505e-03 0.95
#> 389 1.564395567 0.121665317 1.485251e-03 0.95
#> 390 1.576569152 0.119378693 1.457336e-03 0.95
#> 391 1.588742737 0.117123301 1.429803e-03 0.95
#> 392 1.600916322 0.114906538 1.402742e-03 0.95
#> 393 1.613089907 0.112719765 1.376046e-03 0.95
#> 394 1.625263492 0.110563233 1.349720e-03 0.95
#> 395 1.637437077 0.108437158 1.323766e-03 0.95
#> 396 1.649610662 0.106351033 1.298299e-03 0.95
#> 397 1.661784247 0.104298692 1.273244e-03 0.95
#> 398 1.673957832 0.102277020 1.248565e-03 0.95
#> 399 1.686131417 0.100285961 1.224258e-03 0.95
#> 400 1.698305002 0.098328827 1.200366e-03 0.95
#> 401 1.710478586 0.096410901 1.176953e-03 0.95
#> 402 1.722652171 0.094523128 1.153908e-03 0.95
#> 403 1.734825756 0.092665380 1.131229e-03 0.95
#> 404 1.746999341 0.090837530 1.108915e-03 0.95
#> 405 1.759172926 0.089048988 1.087081e-03 0.95
#> 406 1.771346511 0.087292329 1.065636e-03 0.95
#> 407 1.783520096 0.085565043 1.044550e-03 0.95
#> 408 1.795693681 0.083867011 1.023821e-03 0.95
#> 409 1.807867266 0.082201906 1.003494e-03 0.95
#> 410 1.820040851 0.080573574 9.836159e-04 0.95
#> 411 1.832214436 0.078973908 9.640877e-04 0.95
#> 412 1.844388021 0.077402722 9.449072e-04 0.95
#> 413 1.856561606 0.075859818 9.260719e-04 0.95
#> 414 1.868735190 0.074354376 9.076940e-04 0.95
#> 415 1.880908775 0.072877979 8.896706e-04 0.95
#> 416 1.893082360 0.071428527 8.719762e-04 0.95
#> 417 1.905255945 0.070005593 8.546055e-04 0.95
#> 418 1.917429530 0.068612484 8.375989e-04 0.95
#> 419 1.929603115 0.067250657 8.209741e-04 0.95
#> 420 1.941776700 0.065912840 8.046425e-04 0.95
#> 421 1.953950285 0.064598296 7.885950e-04 0.95
#> 422 1.966123870 0.063306259 7.728222e-04 0.95
#> 423 1.978297455 0.062043035 7.574012e-04 0.95
#> 424 1.990471040 0.060800232 7.422294e-04 0.95
#> 425 2.002644625 0.059575993 7.272843e-04 0.95
#> 426 2.014818210 0.058369332 7.125538e-04 0.99
#> 427 2.026991795 0.057181721 6.980558e-04 0.99
#> 428 2.039165379 0.056012080 6.837772e-04 0.99
#> 429 2.051338964 0.054855603 6.696593e-04 0.99
#> 430 2.063512549 0.053711314 6.556902e-04 0.99
#> 431 2.075686134 0.052578247 6.418581e-04 0.99
#> 432 2.087859719 0.051458657 6.281905e-04 0.99
#> 433 2.100033304 0.050347651 6.146277e-04 0.99
#> 434 2.112206889 0.049244332 6.011588e-04 0.99
#> 435 2.124380474 0.048148062 5.877759e-04 0.99
#> 436 2.136554059 0.047059312 5.744848e-04 0.99
#> 437 2.148727644 0.045977422 5.612774e-04 0.99
#> 438 2.160901229 0.044900859 5.481351e-04 0.99
#> 439 2.173074814 0.043829503 5.350563e-04 0.99
#> 440 2.185248399 0.042763284 5.220402e-04 0.99
#> 441 2.197421984 0.041704503 5.091150e-04 0.99
#> 442 2.209595568 0.040651485 4.962601e-04 0.99
#> 443 2.221769153 0.039604638 4.834805e-04 0.99
#> 444 2.233942738 0.038564425 4.707819e-04 0.99
#> 445 2.246116323 0.037533149 4.581925e-04 0.99
#> 446 2.258289908 0.036512061 4.457273e-04 0.99
#> 447 2.270463493 0.035500534 4.333790e-04 0.99
#> 448 2.282637078 0.034499398 4.211574e-04 0.99
#> 449 2.294810663 0.033509727 4.090758e-04 0.99
#> 450 2.306984248 0.032537791 3.972107e-04 0.99
#> 451 2.319157833 0.031580179 3.855205e-04 0.99
#> 452 2.331331418 0.030637824 3.740166e-04 0.99
#> 453 2.343505003 0.029711650 3.627101e-04 0.99
#> 454 2.355678588 0.028806910 3.516654e-04 0.99
#> 455 2.367852172 0.027924358 3.408915e-04 0.99
#> 456 2.380025757 0.027061726 3.303607e-04 0.99
#> 457 2.392199342 0.026219762 3.200823e-04 0.99
#> 458 2.404372927 0.025400019 3.100752e-04 0.99
#> 459 2.416546512 0.024611003 3.004431e-04 0.99
#> 460 2.428720097 0.023845303 2.910957e-04 0.99
#> 461 2.440893682 0.023103334 2.820380e-04 0.99
#> 462 2.453067267 0.022385474 2.732746e-04 0.99
#> 463 2.465240852 0.021698236 2.648850e-04 0.99
#> 464 2.477414437 0.021039672 2.568455e-04 0.99
#> 465 2.489588022 0.020406006 2.491099e-04 0.99
#> 466 2.501761607 0.019797231 2.416782e-04 0.99
#> 467 2.513935192 0.019214696 2.345667e-04 0.99
#> 468 2.526108777 0.018665265 2.278595e-04 0.99
#> 469 2.538282361 0.018139989 2.214471e-04 0.99
#> 470 2.550455946 0.017638521 2.153253e-04 0.99
#> 471 2.562629531 0.017160481 2.094896e-04 0.99
#> 472 2.574803116 0.016711337 2.040066e-04 0.99
#> 473 2.586976701 0.016287064 1.988272e-04 0.99
#> 474 2.599150286 0.015883953 1.939061e-04 0.99
#> 475 2.611323871 0.015501367 1.892356e-04 0.99
#> 476 2.623497456 0.015140058 1.848249e-04 0.99
#> 477 2.635671041 0.014803385 1.807149e-04 0.99
#> 478 2.647844626 0.014484061 1.768167e-04 1.00
#> 479 2.660018211 0.014181268 1.731203e-04 1.00
#> 480 2.672191796 0.013894176 1.696156e-04 1.00
#> 481 2.684365381 0.013625662 1.663376e-04 1.00
#> 482 2.696538966 0.013371584 1.632359e-04 1.00
#> 483 2.708712550 0.013129353 1.602789e-04 1.00
#> 484 2.720886135 0.012898052 1.574552e-04 1.00
#> 485 2.733059720 0.012677552 1.547634e-04 1.00
#> 486 2.745233305 0.012467915 1.522042e-04 1.00
#> 487 2.757406890 0.012265182 1.497293e-04 1.00
#> 488 2.769580475 0.012068445 1.473276e-04 1.00
#> 489 2.781754060 0.011876800 1.449881e-04 1.00
#> 490 2.793927645 0.011690068 1.427085e-04 1.00
#> 491 2.806101230 0.011505899 1.404603e-04 1.00
#> 492 2.818274815 0.011323138 1.382292e-04 1.00
#> 493 2.830448400 0.011141011 1.360058e-04 1.00
#> 494 2.842621985 0.010958602 1.337790e-04 1.00
#> 495 2.854795570 0.010774396 1.315303e-04 1.00
#> 496 2.866969154 0.010587897 1.292536e-04 1.00
#> 497 2.879142739 0.010398564 1.269423e-04 1.00
#> 498 2.891316324 0.010205884 1.245901e-04 1.00
#> 499 2.903489909 0.010007866 1.221728e-04 1.00
#> 500 2.915663494 0.009804893 1.196949e-04 1.00
#> 501 2.927837079 0.009597041 1.171576e-04 1.00
#> 502 2.940010664 0.009384105 1.145581e-04 1.00
#> 503 2.952184249 0.009165189 1.118856e-04 1.00
#> 504 2.964357834 0.008939475 1.091302e-04 1.00
#> 505 2.976531419 0.008708463 1.063101e-04 1.00
#> 506 2.988705004 0.008472266 1.034267e-04 1.00
#> 507 3.000878589 0.008231025 1.004817e-04 1.00
#> 508 3.013052174 0.007983456 9.745943e-05 1.00
#> 509 3.025225759 0.007731444 9.438295e-05 1.00
#> 510 3.037399343 0.007475631 9.126007e-05 1.00
#> 511 3.049572928 0.007216406 8.809553e-05 1.00
#> 512 3.061746513 0.006953861 8.489046e-05 1.00
#>
#> $breaks
#> 99% 95% 80% 50% <NA>
#> 0.01480339 0.05847606 0.16229909 0.32321359 Inf
#>
#> $data
#> x hdr_membership
#> 1 -0.602216113 0.50
#> 2 -0.338709191 0.50
#> 3 1.226772110 0.80
#> 4 0.334288110 0.50
#> 5 0.761877096 0.50
#> 6 -0.568453752 0.50
#> 7 0.423414038 0.50
#> 8 0.332962513 0.50
#> 9 0.089676149 0.50
#> 10 0.625660149 0.50
#> 11 1.702687540 0.95
#> 12 -0.034512401 0.50
#> 13 -0.210885488 0.50
#> 14 0.350914706 0.50
#> 15 -1.064561751 0.80
#> 16 -1.356799706 0.95
#> 17 -0.498197337 0.50
#> 18 1.655941942 0.95
#> 19 -1.332156297 0.95
#> 20 -0.967646499 0.80
#> 21 0.740646048 0.50
#> 22 0.696868325 0.50
#> 23 1.140859597 0.80
#> 24 1.100730677 0.80
#> 25 0.822007066 0.80
#> 26 0.935612496 0.80
#> 27 0.420749820 0.50
#> 28 0.724489028 0.50
#> 29 0.494393490 0.50
#> 30 -0.424496686 0.50
#> 31 0.619843827 0.50
#> 32 0.323821211 0.50
#> 33 0.114981483 0.50
#> 34 0.247721614 0.50
#> 35 -1.985929929 0.95
#> 36 -0.178711534 0.50
#> 37 0.809359196 0.80
#> 38 -0.851683991 0.80
#> 39 0.327138280 0.50
#> 40 -0.272337584 0.50
#> 41 0.169347121 0.50
#> 42 0.308347061 0.50
#> 43 -0.516806682 0.50
#> 44 0.523434849 0.50
#> 45 2.089594708 0.99
#> 46 -1.121039186 0.80
#> 47 -1.243454969 0.80
#> 48 0.172970474 0.50
#> 49 -0.289282079 0.50
#> 50 -0.415902662 0.50
#> 51 0.456682882 0.50
#> 52 0.750154150 0.50
#> 53 2.223943019 0.99
#> 54 -0.568001579 0.50
#> 55 -1.995973051 0.95
#> 56 1.918095747 0.95
#> 57 0.706507492 0.50
#> 58 -0.719960358 0.80
#> 59 0.206044265 0.50
#> 60 0.179203353 0.50
#> 61 -0.667290036 0.80
#> 62 0.380219987 0.50
#> 63 0.481039503 0.50
#> 64 -0.635604891 0.80
#> 65 -0.618156472 0.80
#> 66 0.839181001 0.80
#> 67 0.099824615 0.50
#> 68 -0.011685890 0.50
#> 69 -0.476731496 0.50
#> 70 -0.377139215 0.50
#> 71 -0.423271775 0.50
#> 72 0.694610201 0.50
#> 73 0.106803398 0.50
#> 74 -0.259789097 0.50
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#> 639 -0.068145745 0.50
#> 640 -1.387740102 0.95
#> 641 -0.172162177 0.50
#> 642 1.192749036 0.80
#> 643 -0.471200237 0.50
#> 644 -1.338104536 0.95
#> 645 0.602003219 0.50
#> 646 0.084454955 0.50
#> 647 0.061709777 0.50
#> 648 -0.522864581 0.50
#> 649 -0.831406173 0.80
#> 650 0.360714381 0.50
#> 651 0.598918195 0.50
#> 652 0.998370788 0.80
#> 653 -0.885618462 0.80
#> 654 0.443333035 0.50
#> 655 -0.293445322 0.50
#> 656 1.669156235 0.95
#> 657 -0.342625551 0.50
#> 658 1.744935440 0.95
#> 659 0.092757098 0.50
#> 660 0.470884348 0.50
#> 661 -0.242727398 0.50
#> 662 -0.612489928 0.80
#> 663 0.758154886 0.50
#> 664 -0.548272798 0.50
#> 665 -0.132635434 0.50
#> 666 -1.180804578 0.80
#> 667 0.836736738 0.80
#> 668 -1.647057468 0.95
#> 669 0.120366493 0.50
#> 670 1.451984243 0.95
#> 671 1.996030200 0.95
#> 672 -1.337009987 0.95
#> 673 -0.183106095 0.50
#> 674 1.447957923 0.95
#> 675 -0.559580920 0.50
#> 676 -1.117975740 0.80
#> 677 -0.432000473 0.50
#> 678 0.836001562 0.80
#> 679 -0.256343676 0.50
#> 680 0.461089421 0.50
#> 681 1.045355939 0.80
#> 682 0.321690234 0.50
#> 683 0.964604123 0.80
#> 684 -0.985597708 0.80
#> 685 0.317859425 0.50
#> 686 0.173288802 0.50
#> 687 1.395320568 0.95
#> 688 -1.356947845 0.95
#> 689 1.581624406 0.95
#> 690 -1.112123244 0.80
#> 691 1.205426459 0.80
#> 692 1.889541008 0.95
#> 693 1.791671963 0.95
#> 694 0.833490913 0.80
#> 695 -1.578919581 0.95
#> 696 -0.110056007 0.50
#> 697 -0.748655444 0.80
#> 698 -0.544943805 0.50
#> 699 -0.120573912 0.50
#> 700 0.287622489 0.50
#> 701 -0.824094568 0.80
#> 702 0.041858430 0.50
#> 703 1.333396051 0.80
#> 704 -0.047009640 0.50
#> 705 0.432370690 0.50
#> 706 2.500063211 0.99
#> 707 -0.183907203 0.50
#> 708 0.281182751 0.50
#> 709 0.604561084 0.50
#> 710 0.546876807 0.50
#> 711 -1.620090008 0.95
#> 712 -0.156941806 0.50
#> 713 -0.955639425 0.80
#> 714 -0.461947562 0.50
#> 715 0.124639609 0.50
#> 716 0.150746396 0.50
#> 717 0.819652700 0.80
#> 718 -1.965726993 0.95
#> 719 -0.306302106 0.50
#> 720 1.031252557 0.80
#> 721 0.041843716 0.50
#> 722 0.094618121 0.50
#> 723 0.360495353 0.50
#> 724 1.309602071 0.80
#> 725 -0.277088478 0.50
#> 726 0.708360425 0.50
#> 727 -0.405559015 0.50
#> 728 0.419797927 0.50
#> 729 0.853450921 0.80
#> 730 -1.068029385 0.80
#> 731 -0.331822443 0.50
#> 732 -0.077926485 0.50
#> 733 0.413714778 0.50
#> 734 1.388256241 0.95
#> 735 -0.596102642 0.50
#> 736 0.433838956 0.50
#> 737 -0.861211128 0.80
#> 738 -0.640940428 0.80
#> 739 -1.518115998 0.95
#> 740 0.694261989 0.50
#> 741 1.674906764 0.95
#> 742 -0.202031656 0.50
#> 743 -1.506430842 0.95
#> 744 0.555423232 0.50
#> 745 2.127432151 0.99
#> 746 -0.384679246 0.50
#> 747 0.040681881 0.50
#> 748 -1.168033778 0.80
#> 749 -0.298615535 0.50
#> 750 -0.103267225 0.50
#> 751 -0.330828491 0.50
#> 752 -0.735212133 0.80
#> 753 0.792280595 0.80
#> 754 2.091687018 0.99
#> 755 -0.477790796 0.50
#> 756 -0.520184723 0.50
#> 757 -1.937990984 0.95
#> 758 -0.564537776 0.50
#> 759 0.593969559 0.50
#> 760 -1.572650483 0.95
#> 761 1.265834889 0.80
#> 762 -0.506128007 0.50
#> 763 0.495371701 0.50
#> 764 -2.255920263 0.99
#> 765 0.900330728 0.80
#> 766 0.170649945 0.50
#> 767 -0.583143301 0.50
#> 768 0.993128571 0.80
#> 769 0.791905138 0.80
#> 770 1.139314751 0.80
#> 771 -0.548258048 0.50
#> 772 0.042860386 0.50
#> 773 0.381692098 0.50
#> 774 0.066954600 0.50
#> 775 1.097976942 0.80
#> 776 0.692555761 0.50
#> 777 -0.989676040 0.80
#> 778 0.504709944 0.50
#> 779 -0.210629524 0.50
#> 780 -1.406886970 0.95
#> 781 -1.335013878 0.95
#> 782 1.472166534 0.95
#> 783 1.495703378 0.95
#> 784 1.449027039 0.95
#> 785 -1.625925549 0.95
#> 786 -0.942331083 0.80
#> 787 0.968627555 0.80
#> 788 1.623886852 0.95
#> 789 -0.170044725 0.50
#> 790 -0.621442307 0.80
#> 791 0.401176459 0.50
#> 792 -0.734868688 0.80
#> 793 0.554033127 0.50
#> 794 -0.716546210 0.80
#> 795 1.308709316 0.80
#> 796 -1.512494327 0.95
#> 797 0.624238642 0.50
#> 798 0.778486799 0.80
#> 799 0.566358221 0.50
#> 800 -1.588576079 0.95
#> 801 1.107737597 0.80
#> 802 -1.024794495 0.80
#> 803 2.783065885 1.00
#> 804 0.244461097 0.50
#> 805 -1.156741600 0.80
#> 806 -2.302902958 0.99
#> 807 -0.605792599 0.50
#> 808 0.954607063 0.80
#> 809 0.916939936 0.80
#> 810 -0.714953900 0.80
#> 811 0.545050387 0.50
#> 812 -2.490112201 0.99
#> 813 -0.583328269 0.50
#> 814 0.576572787 0.50
#> 815 1.030655192 0.80
#> 816 -0.228510105 0.50
#> 817 1.110892632 0.80
#> 818 -1.509063971 0.95
#> 819 -0.179533185 0.50
#> 820 0.574071075 0.50
#> 821 0.616291027 0.50
#> 822 0.020968068 0.50
#> 823 3.061746513 1.00
#> 824 0.601789611 0.50
#> 825 -0.183980482 0.50
#> 826 0.566555652 0.50
#> 827 -1.021791931 0.80
#> 828 -0.915349445 0.80
#> 829 0.705994718 0.50
#> 830 0.921845675 0.80
#> 831 0.923458052 0.80
#> 832 -0.779791392 0.80
#> 833 -1.053661241 0.80
#> 834 -0.306317448 0.50
#> 835 -0.060713452 0.50
#> 836 -0.881632304 0.80
#> 837 -0.311448290 0.50
#> 838 0.426923770 0.50
#> 839 -0.051273603 0.50
#> 840 -0.149165454 0.50
#> 841 -1.891050896 0.95
#> 842 1.116834381 0.80
#> 843 0.286379033 0.50
#> 844 0.319585131 0.50
#> 845 0.204820532 0.50
#> 846 0.186988885 0.50
#> 847 0.653225537 0.50
#> 848 0.408998007 0.50
#> 849 0.165922665 0.50
#> 850 1.758519682 0.95
#> 851 1.258700417 0.80
#> 852 0.402112883 0.50
#> 853 -0.286171517 0.50
#> 854 0.664988232 0.50
#> 855 -0.149883823 0.50
#> 856 -0.556969810 0.50
#> 857 0.661320335 0.50
#> 858 0.705568734 0.50
#> 859 -1.662678685 0.95
#> 860 0.622371915 0.50
#> 861 1.055580666 0.80
#> 862 -0.504535124 0.50
#> 863 0.681782516 0.50
#> 864 1.148463136 0.80
#> 865 -0.332251847 0.50
#> 866 -1.277033382 0.80
#> 867 -0.157538824 0.50
#> 868 -1.563185104 0.95
#> 869 -0.381397160 0.50
#> 870 0.766339960 0.50
#> 871 1.268429690 0.80
#> 872 -0.276374365 0.50
#> 873 1.483101021 0.95
#> 874 -0.997775787 0.80
#> 875 2.112287645 0.99
#> 876 -0.613698793 0.80
#> 877 -0.124004617 0.50
#> 878 1.297085276 0.80
#> 879 -0.398138038 0.50
#> 880 -0.524379534 0.50
#> 881 -0.594767042 0.50
#> 882 -1.143571915 0.80
#> 883 0.542531096 0.50
#> 884 0.200800808 0.50
#> 885 1.421076870 0.95
#> 886 2.133968518 0.99
#> 887 -0.323552020 0.50
#> 888 -3.036051121 1.00
#> 889 1.185929079 0.80
#> 890 -0.180801900 0.50
#> 891 0.804234470 0.80
#> 892 -0.395179527 0.50
#> 893 -2.226174494 0.99
#> 894 -1.386617686 0.95
#> 895 -1.694845025 0.95
#> 896 -0.078393081 0.50
#> 897 -0.376740593 0.50
#> 898 0.508758270 0.50
#> 899 -0.279220368 0.50
#> 900 -0.631174737 0.80
#> 901 1.362302383 0.80
#> 902 -0.743421346 0.80
#> 903 0.703745184 0.50
#> 904 0.770137332 0.80
#> 905 -0.902974899 0.80
#> 906 0.702146598 0.50
#> 907 -1.190536203 0.80
#> 908 0.498885075 0.50
#> 909 0.274054841 0.50
#> 910 -1.525054835 0.95
#> 911 -0.530871644 0.50
#> 912 0.182052776 0.50
#> 913 -0.601726904 0.50
#> 914 1.545593972 0.95
#> 915 -0.404381611 0.50
#> 916 1.346277361 0.80
#> 917 0.782829520 0.80
#> 918 -0.201887045 0.50
#> 919 1.153563896 0.80
#> 920 -0.714202829 0.80
#> 921 1.023452134 0.80
#> 922 0.135823091 0.50
#> 923 0.067808780 0.50
#> 924 -0.129433671 0.50
#> 925 -1.198226331 0.80
#> 926 0.986712550 0.80
#> 927 0.910881264 0.80
#> 928 0.651472708 0.50
#> 929 0.689809937 0.50
#> 930 0.384724374 0.50
#> 931 -1.499130237 0.95
#> 932 1.717619866 0.95
#> 933 -0.228895847 0.50
#> 934 1.111846074 0.80
#> 935 -0.663401342 0.80
#> 936 -0.908192188 0.80
#> 937 -1.113031445 0.80
#> 938 -0.055357877 0.50
#> 939 -0.845428348 0.80
#> 940 0.954445054 0.80
#> 941 0.269200325 0.50
#> 942 0.423736162 0.50
#> 943 -1.217291153 0.80
#> 944 0.048050283 0.50
#> 945 0.229278812 0.50
#> 946 2.492002245 0.99
#> 947 0.391217022 0.50
#> 948 0.502477260 0.50
#> 949 -0.640176046 0.80
#> 950 0.329530676 0.50
#> 951 -1.369959506 0.95
#> 952 0.485149851 0.50
#> 953 0.406898930 0.50
#> 954 0.074734106 0.50
#> 955 0.318120883 0.50
#> 956 0.215311249 0.50
#> 957 0.965320499 0.80
#> 958 0.018265066 0.50
#> 959 0.188006768 0.50
#> 960 0.546075478 0.50
#> 961 -0.102161086 0.50
#> 962 0.408139068 0.50
#> 963 0.495936710 0.50
#> 964 0.081752439 0.50
#> 965 -0.249917929 0.50
#> 966 0.365078258 0.50
#> 967 -0.682098355 0.80
#> 968 -0.984612177 0.80
#> 969 -0.268844164 0.50
#> 970 1.036990940 0.80
#> 971 -1.596663589 0.95
#> 972 1.700348772 0.95
#> 973 -0.955174928 0.80
#> 974 -1.541285005 0.95
#> 975 -0.551453779 0.50
#> 976 -1.482405745 0.95
#> 977 -0.184717448 0.50
#> 978 1.481091709 0.95
#> 979 1.516219990 0.95
#> 980 0.316312614 0.50
#> 981 1.331332185 0.80
#> 982 -0.211245980 0.50
#> 983 0.398237175 0.50
#> 984 0.118843987 0.50
#> 985 0.703478750 0.50
#> 986 -0.654110333 0.80
#> 987 -0.715826490 0.80
#> 988 0.694688497 0.50
#> 989 0.408204088 0.50
#> 990 0.116200142 0.50
#> 991 0.248145718 0.50
#> 992 2.006336840 0.95
#> 993 1.077941568 0.80
#> 994 -2.021340948 0.95
#> 995 -0.966362519 0.80
#> 996 0.651968776 0.50
#> 997 -0.456597855 0.50
#> 998 -0.228207545 0.50
#> 999 0.688763108 0.50
#> 1000 -0.214290245 0.50
#>
get_hdr_1d(x, method = method_kde_1d())
#> $df_est
#> x fhat fhat_discretized hdr
#> 1 -3.158955384 0.007234718 8.831908e-05 1.00
#> 2 -3.146781799 0.007421808 9.060301e-05 1.00
#> 3 -3.134608215 0.007598888 9.276475e-05 1.00
#> 4 -3.122434630 0.007767126 9.481854e-05 1.00
#> 5 -3.110261045 0.007926459 9.676363e-05 1.00
#> 6 -3.098087460 0.008076370 9.859370e-05 1.00
#> 7 -3.085913875 0.008214569 1.002808e-04 1.00
#> 8 -3.073740290 0.008344481 1.018667e-04 1.00
#> 9 -3.061566705 0.008466484 1.033561e-04 1.00
#> 10 -3.049393120 0.008580994 1.047540e-04 1.00
#> 11 -3.037219535 0.008686937 1.060473e-04 1.00
#> 12 -3.025045950 0.008786401 1.072615e-04 1.00
#> 13 -3.012872365 0.008881038 1.084168e-04 1.00
#> 14 -3.000698780 0.008971610 1.095225e-04 1.00
#> 15 -2.988525195 0.009058777 1.105866e-04 1.00
#> 16 -2.976351610 0.009143667 1.116229e-04 1.00
#> 17 -2.964178026 0.009228241 1.126554e-04 1.00
#> 18 -2.952004441 0.009313423 1.136952e-04 1.00
#> 19 -2.939830856 0.009400141 1.147539e-04 1.00
#> 20 -2.927657271 0.009490616 1.158584e-04 1.00
#> 21 -2.915483686 0.009586049 1.170234e-04 1.00
#> 22 -2.903310101 0.009686973 1.182554e-04 1.00
#> 23 -2.891136516 0.009794237 1.195649e-04 1.00
#> 24 -2.878962931 0.009909503 1.209720e-04 1.00
#> 25 -2.866789346 0.010035973 1.225159e-04 1.00
#> 26 -2.854615761 0.010172045 1.241770e-04 1.00
#> 27 -2.842442176 0.010318328 1.259628e-04 1.00
#> 28 -2.830268591 0.010475404 1.278803e-04 1.00
#> 29 -2.818095006 0.010647604 1.299825e-04 1.00
#> 30 -2.805921422 0.010833231 1.322486e-04 1.00
#> 31 -2.793747837 0.011031490 1.346688e-04 1.00
#> 32 -2.781574252 0.011242667 1.372468e-04 1.00
#> 33 -2.769400667 0.011468581 1.400047e-04 1.00
#> 34 -2.757227082 0.011711854 1.429745e-04 1.00
#> 35 -2.745053497 0.011968749 1.461106e-04 1.00
#> 36 -2.732879912 0.012239319 1.494136e-04 1.00
#> 37 -2.720706327 0.012523600 1.528840e-04 1.00
#> 38 -2.708532742 0.012826084 1.565767e-04 1.00
#> 39 -2.696359157 0.013143267 1.604487e-04 1.00
#> 40 -2.684185572 0.013474062 1.644870e-04 1.00
#> 41 -2.672011987 0.013818422 1.686908e-04 1.00
#> 42 -2.659838402 0.014178127 1.730820e-04 1.00
#> 43 -2.647664817 0.014554897 1.776814e-04 1.00
#> 44 -2.635491233 0.014945109 1.824450e-04 0.99
#> 45 -2.623317648 0.015348776 1.873729e-04 0.99
#> 46 -2.611144063 0.015765928 1.924653e-04 0.99
#> 47 -2.598970478 0.016201382 1.977812e-04 0.99
#> 48 -2.586796893 0.016651383 2.032747e-04 0.99
#> 49 -2.574623308 0.017115327 2.089383e-04 0.99
#> 50 -2.562449723 0.017593396 2.147744e-04 0.99
#> 51 -2.550276138 0.018088089 2.208135e-04 0.99
#> 52 -2.538102553 0.018601299 2.270786e-04 0.99
#> 53 -2.525928968 0.019129774 2.335301e-04 0.99
#> 54 -2.513755383 0.019673857 2.401720e-04 0.99
#> 55 -2.501581798 0.020233901 2.470089e-04 0.99
#> 56 -2.489408213 0.020816623 2.541225e-04 0.99
#> 57 -2.477234628 0.021417272 2.614551e-04 0.99
#> 58 -2.465061044 0.022035678 2.690044e-04 0.99
#> 59 -2.452887459 0.022672284 2.767759e-04 0.99
#> 60 -2.440713874 0.023330960 2.848168e-04 0.99
#> 61 -2.428540289 0.024013661 2.931509e-04 0.99
#> 62 -2.416366704 0.024716530 3.017313e-04 0.99
#> 63 -2.404193119 0.025440005 3.105633e-04 0.99
#> 64 -2.392019534 0.026184517 3.196521e-04 0.99
#> 65 -2.379845949 0.026959134 3.291083e-04 0.99
#> 66 -2.367672364 0.027756476 3.388420e-04 0.99
#> 67 -2.355498779 0.028576500 3.488526e-04 0.99
#> 68 -2.343325194 0.029419522 3.591439e-04 0.99
#> 69 -2.331151609 0.030290465 3.697761e-04 0.99
#> 70 -2.318978024 0.031190140 3.807591e-04 0.99
#> 71 -2.306804440 0.032113796 3.920348e-04 0.99
#> 72 -2.294630855 0.033061551 4.036046e-04 0.99
#> 73 -2.282457270 0.034033558 4.154706e-04 0.99
#> 74 -2.270283685 0.035039534 4.277512e-04 0.99
#> 75 -2.258110100 0.036069654 4.403266e-04 0.99
#> 76 -2.245936515 0.037123783 4.531950e-04 0.99
#> 77 -2.233762930 0.038201758 4.663546e-04 0.99
#> 78 -2.221589345 0.039308321 4.798632e-04 0.99
#> 79 -2.209415760 0.040442293 4.937063e-04 0.99
#> 80 -2.197242175 0.041598786 5.078244e-04 0.99
#> 81 -2.185068590 0.042777353 5.222120e-04 0.99
#> 82 -2.172895005 0.043977974 5.368688e-04 0.99
#> 83 -2.160721420 0.045207128 5.518739e-04 0.99
#> 84 -2.148547835 0.046455885 5.671183e-04 0.99
#> 85 -2.136374251 0.047723539 5.825934e-04 0.99
#> 86 -2.124200666 0.049009365 5.982904e-04 0.99
#> 87 -2.112027081 0.050316283 6.142448e-04 0.99
#> 88 -2.099853496 0.051641589 6.304237e-04 0.99
#> 89 -2.087679911 0.052981489 6.467808e-04 0.99
#> 90 -2.075506326 0.054335097 6.633052e-04 0.99
#> 91 -2.063332741 0.055701982 6.799916e-04 0.99
#> 92 -2.051159156 0.057084148 6.968647e-04 0.99
#> 93 -2.038985571 0.058476065 7.138567e-04 0.95
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#> 120 -1.710298778 0.097466137 1.189835e-03 0.95
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#> 154 -1.296396891 0.157979360 1.928561e-03 0.95
#> 155 -1.284223306 0.160129181 1.954805e-03 0.95
#> 156 -1.272049721 0.162299094 1.981294e-03 0.80
#> 157 -1.259876136 0.164488932 2.008027e-03 0.80
#> 158 -1.247702551 0.166698529 2.035001e-03 0.80
#> 159 -1.235528966 0.168935242 2.062306e-03 0.80
#> 160 -1.223355381 0.171191515 2.089850e-03 0.80
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#> 166 -1.150313871 0.185162125 2.260399e-03 0.80
#> 167 -1.138140287 0.187563470 2.289714e-03 0.80
#> 168 -1.125966702 0.189994555 2.319392e-03 0.80
#> 169 -1.113793117 0.192448051 2.349343e-03 0.80
#> 170 -1.101619532 0.194924798 2.379578e-03 0.80
#> 171 -1.089445947 0.197425683 2.410108e-03 0.80
#> 172 -1.077272362 0.199957618 2.441017e-03 0.80
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#> 175 -1.040751607 0.207739327 2.536014e-03 0.80
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#> 177 -1.016404437 0.213098921 2.601442e-03 0.80
#> 178 -1.004230852 0.215838435 2.634885e-03 0.80
#> 179 -0.992057267 0.218615523 2.668787e-03 0.80
#> 180 -0.979883682 0.221431460 2.703163e-03 0.80
#> 181 -0.967710098 0.224297525 2.738151e-03 0.80
#> 182 -0.955536513 0.227212822 2.773740e-03 0.80
#> 183 -0.943362928 0.230171303 2.809856e-03 0.80
#> 184 -0.931189343 0.233173552 2.846507e-03 0.80
#> 185 -0.919015758 0.236222072 2.883722e-03 0.80
#> 186 -0.906842173 0.239330980 2.921675e-03 0.80
#> 187 -0.894668588 0.242483850 2.960164e-03 0.80
#> 188 -0.882495003 0.245679965 2.999181e-03 0.80
#> 189 -0.870321418 0.248918458 3.038715e-03 0.80
#> 190 -0.858147833 0.252208005 3.078873e-03 0.80
#> 191 -0.845974248 0.255540816 3.119559e-03 0.80
#> 192 -0.833800663 0.258908570 3.160671e-03 0.80
#> 193 -0.821627078 0.262308759 3.202180e-03 0.80
#> 194 -0.809453493 0.265740273 3.244071e-03 0.80
#> 195 -0.797279909 0.269204017 3.286355e-03 0.80
#> 196 -0.785106324 0.272686149 3.328864e-03 0.80
#> 197 -0.772932739 0.276182708 3.371549e-03 0.80
#> 198 -0.760759154 0.279689624 3.414360e-03 0.80
#> 199 -0.748585569 0.283201683 3.457234e-03 0.80
#> 200 -0.736411984 0.286709640 3.500058e-03 0.80
#> 201 -0.724238399 0.290208201 3.542767e-03 0.80
#> 202 -0.712064814 0.293692574 3.585303e-03 0.80
#> 203 -0.699891229 0.297155579 3.627578e-03 0.80
#> 204 -0.687717644 0.300581871 3.669406e-03 0.80
#> 205 -0.675544059 0.303973024 3.710804e-03 0.80
#> 206 -0.663370474 0.307324406 3.751716e-03 0.80
#> 207 -0.651196889 0.310631450 3.792088e-03 0.80
#> 208 -0.639023304 0.313872520 3.831653e-03 0.80
#> 209 -0.626849720 0.317049596 3.870438e-03 0.80
#> 210 -0.614676135 0.320164472 3.908464e-03 0.80
#> 211 -0.602502550 0.323213585 3.945686e-03 0.50
#> 212 -0.590328965 0.326185723 3.981969e-03 0.50
#> 213 -0.578155380 0.329060761 4.017067e-03 0.50
#> 214 -0.565981795 0.331857281 4.051206e-03 0.50
#> 215 -0.553808210 0.334573093 4.084359e-03 0.50
#> 216 -0.541634625 0.337206141 4.116503e-03 0.50
#> 217 -0.529461040 0.339726868 4.147275e-03 0.50
#> 218 -0.517287455 0.342152318 4.176884e-03 0.50
#> 219 -0.505113870 0.344489130 4.205411e-03 0.50
#> 220 -0.492940285 0.346736523 4.232847e-03 0.50
#> 221 -0.480766700 0.348882620 4.259045e-03 0.50
#> 222 -0.468593116 0.350912617 4.283827e-03 0.50
#> 223 -0.456419531 0.352851847 4.307500e-03 0.50
#> 224 -0.444245946 0.354700419 4.330067e-03 0.50
#> 225 -0.432072361 0.356458507 4.351529e-03 0.50
#> 226 -0.419898776 0.358096463 4.371525e-03 0.50
#> 227 -0.407725191 0.359639144 4.390357e-03 0.50
#> 228 -0.395551606 0.361093334 4.408110e-03 0.50
#> 229 -0.383378021 0.362459678 4.424790e-03 0.50
#> 230 -0.371204436 0.363726595 4.440256e-03 0.50
#> 231 -0.359030851 0.364885549 4.454404e-03 0.50
#> 232 -0.346857266 0.365960143 4.467522e-03 0.50
#> 233 -0.334683681 0.366951341 4.479622e-03 0.50
#> 234 -0.322510096 0.367860136 4.490717e-03 0.50
#> 235 -0.310336511 0.368659647 4.500477e-03 0.50
#> 236 -0.298162927 0.369376699 4.509230e-03 0.50
#> 237 -0.285989342 0.370016622 4.517042e-03 0.50
#> 238 -0.273815757 0.370580854 4.523930e-03 0.50
#> 239 -0.261642172 0.371059350 4.529772e-03 0.50
#> 240 -0.249468587 0.371449939 4.534540e-03 0.50
#> 241 -0.237295002 0.371772432 4.538477e-03 0.50
#> 242 -0.225121417 0.372028944 4.541608e-03 0.50
#> 243 -0.212947832 0.372221667 4.543961e-03 0.50
#> 244 -0.200774247 0.372332131 4.545309e-03 0.50
#> 245 -0.188600662 0.372385608 4.545962e-03 0.50
#> 246 -0.176427077 0.372386794 4.545977e-03 0.50
#> 247 -0.164253492 0.372338700 4.545390e-03 0.50
#> 248 -0.152079907 0.372237227 4.544151e-03 0.50
#> 249 -0.139906322 0.372087548 4.542324e-03 0.50
#> 250 -0.127732738 0.371903329 4.540075e-03 0.50
#> 251 -0.115559153 0.371688273 4.537449e-03 0.50
#> 252 -0.103385568 0.371446139 4.534493e-03 0.50
#> 253 -0.091211983 0.371175251 4.531187e-03 0.50
#> 254 -0.079038398 0.370890264 4.527708e-03 0.50
#> 255 -0.066864813 0.370595389 4.524108e-03 0.50
#> 256 -0.054691228 0.370294633 4.520436e-03 0.50
#> 257 -0.042517643 0.369993239 4.516757e-03 0.50
#> 258 -0.030344058 0.369699135 4.513167e-03 0.50
#> 259 -0.018170473 0.369416204 4.509713e-03 0.50
#> 260 -0.005996888 0.369148147 4.506440e-03 0.50
#> 261 0.006176697 0.368898849 4.503397e-03 0.50
#> 262 0.018350282 0.368683452 4.500767e-03 0.50
#> 263 0.030523866 0.368497608 4.498499e-03 0.50
#> 264 0.042697451 0.368344156 4.496625e-03 0.50
#> 265 0.054871036 0.368225819 4.495181e-03 0.50
#> 266 0.067044621 0.368154523 4.494310e-03 0.50
#> 267 0.079218206 0.368132874 4.494046e-03 0.50
#> 268 0.091391791 0.368155356 4.494321e-03 0.50
#> 269 0.103565376 0.368223314 4.495150e-03 0.50
#> 270 0.115738961 0.368339352 4.496567e-03 0.50
#> 271 0.127912546 0.368521153 4.498786e-03 0.50
#> 272 0.140086131 0.368751058 4.501593e-03 0.50
#> 273 0.152259716 0.369028719 4.504982e-03 0.50
#> 274 0.164433301 0.369353608 4.508949e-03 0.50
#> 275 0.176606886 0.369735496 4.513610e-03 0.50
#> 276 0.188780471 0.370167885 4.518889e-03 0.50
#> 277 0.200954055 0.370641092 4.524666e-03 0.50
#> 278 0.213127640 0.371152732 4.530912e-03 0.50
#> 279 0.225301225 0.371701721 4.537614e-03 0.50
#> 280 0.237474810 0.372291753 4.544816e-03 0.50
#> 281 0.249648395 0.372906161 4.552317e-03 0.50
#> 282 0.261821980 0.373540762 4.560064e-03 0.50
#> 283 0.273995565 0.374191213 4.568004e-03 0.50
#> 284 0.286169150 0.374853099 4.576085e-03 0.50
#> 285 0.298342735 0.375515437 4.584170e-03 0.50
#> 286 0.310516320 0.376171245 4.592176e-03 0.50
#> 287 0.322689905 0.376814736 4.600032e-03 0.50
#> 288 0.334863490 0.377437981 4.607640e-03 0.50
#> 289 0.347037075 0.378021924 4.614768e-03 0.50
#> 290 0.359210660 0.378566290 4.621414e-03 0.50
#> 291 0.371384244 0.379064436 4.627495e-03 0.50
#> 292 0.383557829 0.379509679 4.632931e-03 0.50
#> 293 0.395731414 0.379874465 4.637384e-03 0.50
#> 294 0.407904999 0.380155874 4.640819e-03 0.50
#> 295 0.420078584 0.380354980 4.643250e-03 0.50
#> 296 0.432252169 0.380465158 4.644595e-03 0.50
#> 297 0.444425754 0.380470385 4.644659e-03 0.50
#> 298 0.456599339 0.380334784 4.643003e-03 0.50
#> 299 0.468772924 0.380083008 4.639930e-03 0.50
#> 300 0.480946509 0.379709437 4.635369e-03 0.50
#> 301 0.493120094 0.379208602 4.629255e-03 0.50
#> 302 0.505293679 0.378532460 4.621001e-03 0.50
#> 303 0.517467264 0.377699158 4.610828e-03 0.50
#> 304 0.529640849 0.376719031 4.598863e-03 0.50
#> 305 0.541814433 0.375588637 4.585064e-03 0.50
#> 306 0.553988018 0.374287762 4.569183e-03 0.50
#> 307 0.566161603 0.372782448 4.550807e-03 0.50
#> 308 0.578335188 0.371117254 4.530479e-03 0.50
#> 309 0.590508773 0.369291465 4.508190e-03 0.50
#> 310 0.602682358 0.367304654 4.483936e-03 0.50
#> 311 0.614855943 0.365106097 4.457096e-03 0.50
#> 312 0.627029528 0.362735852 4.428161e-03 0.50
#> 313 0.639203113 0.360209803 4.397324e-03 0.50
#> 314 0.651376698 0.357530580 4.364617e-03 0.50
#> 315 0.663550283 0.354682943 4.329854e-03 0.50
#> 316 0.675723868 0.351653158 4.292867e-03 0.50
#> 317 0.687897453 0.348487760 4.254225e-03 0.50
#> 318 0.700071037 0.345192188 4.213994e-03 0.50
#> 319 0.712244622 0.341772119 4.172243e-03 0.50
#> 320 0.724418207 0.338198572 4.128618e-03 0.50
#> 321 0.736591792 0.334515318 4.083654e-03 0.50
#> 322 0.748765377 0.330737256 4.037533e-03 0.50
#> 323 0.760938962 0.326871969 3.990347e-03 0.50
#> 324 0.773112547 0.322917804 3.942075e-03 0.80
#> 325 0.785286132 0.318883283 3.892823e-03 0.80
#> 326 0.797459717 0.314796626 3.842935e-03 0.80
#> 327 0.809633302 0.310666092 3.792510e-03 0.80
#> 328 0.821806887 0.306499940 3.741651e-03 0.80
#> 329 0.833980472 0.302303167 3.690419e-03 0.80
#> 330 0.846154057 0.298096768 3.639068e-03 0.80
#> 331 0.858327642 0.293889341 3.587705e-03 0.80
#> 332 0.870501226 0.289688313 3.536421e-03 0.80
#> 333 0.882674811 0.285505429 3.485357e-03 0.80
#> 334 0.894848396 0.281355511 3.434696e-03 0.80
#> 335 0.907021981 0.277240591 3.384463e-03 0.80
#> 336 0.919195566 0.273166140 3.334723e-03 0.80
#> 337 0.931369151 0.269137400 3.285542e-03 0.80
#> 338 0.943542736 0.265181837 3.237253e-03 0.80
#> 339 0.955716321 0.261287132 3.189708e-03 0.80
#> 340 0.967889906 0.257454795 3.142924e-03 0.80
#> 341 0.980063491 0.253687432 3.096934e-03 0.80
#> 342 0.992237076 0.250000384 3.051923e-03 0.80
#> 343 1.004410661 0.246398417 3.007952e-03 0.80
#> 344 1.016584246 0.242867005 2.964841e-03 0.80
#> 345 1.028757831 0.239406153 2.922592e-03 0.80
#> 346 1.040931415 0.236015631 2.881202e-03 0.80
#> 347 1.053105000 0.232721327 2.840986e-03 0.80
#> 348 1.065278585 0.229493737 2.801585e-03 0.80
#> 349 1.077452170 0.226330411 2.762968e-03 0.80
#> 350 1.089625755 0.223229175 2.725109e-03 0.80
#> 351 1.101799340 0.220198797 2.688115e-03 0.80
#> 352 1.113972925 0.217233167 2.651912e-03 0.80
#> 353 1.126146510 0.214317475 2.616318e-03 0.80
#> 354 1.138320095 0.211448534 2.581295e-03 0.80
#> 355 1.150493680 0.208623617 2.546809e-03 0.80
#> 356 1.162667265 0.205851356 2.512966e-03 0.80
#> 357 1.174840850 0.203111502 2.479519e-03 0.80
#> 358 1.187014435 0.200400846 2.446428e-03 0.80
#> 359 1.199188019 0.197716230 2.413655e-03 0.80
#> 360 1.211361604 0.195058393 2.381209e-03 0.80
#> 361 1.223535189 0.192420771 2.349010e-03 0.80
#> 362 1.235708774 0.189797035 2.316980e-03 0.80
#> 363 1.247882359 0.187184877 2.285092e-03 0.80
#> 364 1.260055944 0.184582306 2.253321e-03 0.80
#> 365 1.272229529 0.181988285 2.221654e-03 0.80
#> 366 1.284403114 0.179398191 2.190035e-03 0.80
#> 367 1.296576699 0.176810975 2.158451e-03 0.80
#> 368 1.308750284 0.174225715 2.126891e-03 0.80
#> 369 1.320923869 0.171641779 2.095347e-03 0.80
#> 370 1.333097454 0.169058591 2.063812e-03 0.80
#> 371 1.345271039 0.166476188 2.032287e-03 0.80
#> 372 1.357444624 0.163894874 2.000775e-03 0.80
#> 373 1.369618208 0.161315209 1.969284e-03 0.95
#> 374 1.381791793 0.158739316 1.937838e-03 0.95
#> 375 1.393965378 0.156167764 1.906445e-03 0.95
#> 376 1.406138963 0.153601710 1.875120e-03 0.95
#> 377 1.418312548 0.151042363 1.843876e-03 0.95
#> 378 1.430486133 0.148493910 1.812765e-03 0.95
#> 379 1.442659718 0.145957986 1.781808e-03 0.95
#> 380 1.454833303 0.143434870 1.751006e-03 0.95
#> 381 1.467006888 0.140926030 1.720379e-03 0.95
#> 382 1.479180473 0.138434263 1.689960e-03 0.95
#> 383 1.491354058 0.135966890 1.659839e-03 0.95
#> 384 1.503527643 0.133519936 1.629968e-03 0.95
#> 385 1.515701228 0.131094658 1.600361e-03 0.95
#> 386 1.527874813 0.128692272 1.571033e-03 0.95
#> 387 1.540048397 0.126321389 1.542090e-03 0.95
#> 388 1.552221982 0.123979791 1.513505e-03 0.95
#> 389 1.564395567 0.121665317 1.485251e-03 0.95
#> 390 1.576569152 0.119378693 1.457336e-03 0.95
#> 391 1.588742737 0.117123301 1.429803e-03 0.95
#> 392 1.600916322 0.114906538 1.402742e-03 0.95
#> 393 1.613089907 0.112719765 1.376046e-03 0.95
#> 394 1.625263492 0.110563233 1.349720e-03 0.95
#> 395 1.637437077 0.108437158 1.323766e-03 0.95
#> 396 1.649610662 0.106351033 1.298299e-03 0.95
#> 397 1.661784247 0.104298692 1.273244e-03 0.95
#> 398 1.673957832 0.102277020 1.248565e-03 0.95
#> 399 1.686131417 0.100285961 1.224258e-03 0.95
#> 400 1.698305002 0.098328827 1.200366e-03 0.95
#> 401 1.710478586 0.096410901 1.176953e-03 0.95
#> 402 1.722652171 0.094523128 1.153908e-03 0.95
#> 403 1.734825756 0.092665380 1.131229e-03 0.95
#> 404 1.746999341 0.090837530 1.108915e-03 0.95
#> 405 1.759172926 0.089048988 1.087081e-03 0.95
#> 406 1.771346511 0.087292329 1.065636e-03 0.95
#> 407 1.783520096 0.085565043 1.044550e-03 0.95
#> 408 1.795693681 0.083867011 1.023821e-03 0.95
#> 409 1.807867266 0.082201906 1.003494e-03 0.95
#> 410 1.820040851 0.080573574 9.836159e-04 0.95
#> 411 1.832214436 0.078973908 9.640877e-04 0.95
#> 412 1.844388021 0.077402722 9.449072e-04 0.95
#> 413 1.856561606 0.075859818 9.260719e-04 0.95
#> 414 1.868735190 0.074354376 9.076940e-04 0.95
#> 415 1.880908775 0.072877979 8.896706e-04 0.95
#> 416 1.893082360 0.071428527 8.719762e-04 0.95
#> 417 1.905255945 0.070005593 8.546055e-04 0.95
#> 418 1.917429530 0.068612484 8.375989e-04 0.95
#> 419 1.929603115 0.067250657 8.209741e-04 0.95
#> 420 1.941776700 0.065912840 8.046425e-04 0.95
#> 421 1.953950285 0.064598296 7.885950e-04 0.95
#> 422 1.966123870 0.063306259 7.728222e-04 0.95
#> 423 1.978297455 0.062043035 7.574012e-04 0.95
#> 424 1.990471040 0.060800232 7.422294e-04 0.95
#> 425 2.002644625 0.059575993 7.272843e-04 0.95
#> 426 2.014818210 0.058369332 7.125538e-04 0.99
#> 427 2.026991795 0.057181721 6.980558e-04 0.99
#> 428 2.039165379 0.056012080 6.837772e-04 0.99
#> 429 2.051338964 0.054855603 6.696593e-04 0.99
#> 430 2.063512549 0.053711314 6.556902e-04 0.99
#> 431 2.075686134 0.052578247 6.418581e-04 0.99
#> 432 2.087859719 0.051458657 6.281905e-04 0.99
#> 433 2.100033304 0.050347651 6.146277e-04 0.99
#> 434 2.112206889 0.049244332 6.011588e-04 0.99
#> 435 2.124380474 0.048148062 5.877759e-04 0.99
#> 436 2.136554059 0.047059312 5.744848e-04 0.99
#> 437 2.148727644 0.045977422 5.612774e-04 0.99
#> 438 2.160901229 0.044900859 5.481351e-04 0.99
#> 439 2.173074814 0.043829503 5.350563e-04 0.99
#> 440 2.185248399 0.042763284 5.220402e-04 0.99
#> 441 2.197421984 0.041704503 5.091150e-04 0.99
#> 442 2.209595568 0.040651485 4.962601e-04 0.99
#> 443 2.221769153 0.039604638 4.834805e-04 0.99
#> 444 2.233942738 0.038564425 4.707819e-04 0.99
#> 445 2.246116323 0.037533149 4.581925e-04 0.99
#> 446 2.258289908 0.036512061 4.457273e-04 0.99
#> 447 2.270463493 0.035500534 4.333790e-04 0.99
#> 448 2.282637078 0.034499398 4.211574e-04 0.99
#> 449 2.294810663 0.033509727 4.090758e-04 0.99
#> 450 2.306984248 0.032537791 3.972107e-04 0.99
#> 451 2.319157833 0.031580179 3.855205e-04 0.99
#> 452 2.331331418 0.030637824 3.740166e-04 0.99
#> 453 2.343505003 0.029711650 3.627101e-04 0.99
#> 454 2.355678588 0.028806910 3.516654e-04 0.99
#> 455 2.367852172 0.027924358 3.408915e-04 0.99
#> 456 2.380025757 0.027061726 3.303607e-04 0.99
#> 457 2.392199342 0.026219762 3.200823e-04 0.99
#> 458 2.404372927 0.025400019 3.100752e-04 0.99
#> 459 2.416546512 0.024611003 3.004431e-04 0.99
#> 460 2.428720097 0.023845303 2.910957e-04 0.99
#> 461 2.440893682 0.023103334 2.820380e-04 0.99
#> 462 2.453067267 0.022385474 2.732746e-04 0.99
#> 463 2.465240852 0.021698236 2.648850e-04 0.99
#> 464 2.477414437 0.021039672 2.568455e-04 0.99
#> 465 2.489588022 0.020406006 2.491099e-04 0.99
#> 466 2.501761607 0.019797231 2.416782e-04 0.99
#> 467 2.513935192 0.019214696 2.345667e-04 0.99
#> 468 2.526108777 0.018665265 2.278595e-04 0.99
#> 469 2.538282361 0.018139989 2.214471e-04 0.99
#> 470 2.550455946 0.017638521 2.153253e-04 0.99
#> 471 2.562629531 0.017160481 2.094896e-04 0.99
#> 472 2.574803116 0.016711337 2.040066e-04 0.99
#> 473 2.586976701 0.016287064 1.988272e-04 0.99
#> 474 2.599150286 0.015883953 1.939061e-04 0.99
#> 475 2.611323871 0.015501367 1.892356e-04 0.99
#> 476 2.623497456 0.015140058 1.848249e-04 0.99
#> 477 2.635671041 0.014803385 1.807149e-04 0.99
#> 478 2.647844626 0.014484061 1.768167e-04 1.00
#> 479 2.660018211 0.014181268 1.731203e-04 1.00
#> 480 2.672191796 0.013894176 1.696156e-04 1.00
#> 481 2.684365381 0.013625662 1.663376e-04 1.00
#> 482 2.696538966 0.013371584 1.632359e-04 1.00
#> 483 2.708712550 0.013129353 1.602789e-04 1.00
#> 484 2.720886135 0.012898052 1.574552e-04 1.00
#> 485 2.733059720 0.012677552 1.547634e-04 1.00
#> 486 2.745233305 0.012467915 1.522042e-04 1.00
#> 487 2.757406890 0.012265182 1.497293e-04 1.00
#> 488 2.769580475 0.012068445 1.473276e-04 1.00
#> 489 2.781754060 0.011876800 1.449881e-04 1.00
#> 490 2.793927645 0.011690068 1.427085e-04 1.00
#> 491 2.806101230 0.011505899 1.404603e-04 1.00
#> 492 2.818274815 0.011323138 1.382292e-04 1.00
#> 493 2.830448400 0.011141011 1.360058e-04 1.00
#> 494 2.842621985 0.010958602 1.337790e-04 1.00
#> 495 2.854795570 0.010774396 1.315303e-04 1.00
#> 496 2.866969154 0.010587897 1.292536e-04 1.00
#> 497 2.879142739 0.010398564 1.269423e-04 1.00
#> 498 2.891316324 0.010205884 1.245901e-04 1.00
#> 499 2.903489909 0.010007866 1.221728e-04 1.00
#> 500 2.915663494 0.009804893 1.196949e-04 1.00
#> 501 2.927837079 0.009597041 1.171576e-04 1.00
#> 502 2.940010664 0.009384105 1.145581e-04 1.00
#> 503 2.952184249 0.009165189 1.118856e-04 1.00
#> 504 2.964357834 0.008939475 1.091302e-04 1.00
#> 505 2.976531419 0.008708463 1.063101e-04 1.00
#> 506 2.988705004 0.008472266 1.034267e-04 1.00
#> 507 3.000878589 0.008231025 1.004817e-04 1.00
#> 508 3.013052174 0.007983456 9.745943e-05 1.00
#> 509 3.025225759 0.007731444 9.438295e-05 1.00
#> 510 3.037399343 0.007475631 9.126007e-05 1.00
#> 511 3.049572928 0.007216406 8.809553e-05 1.00
#> 512 3.061746513 0.006953861 8.489046e-05 1.00
#>
#> $breaks
#> 99% 95% 80% 50% <NA>
#> 0.01480339 0.05847606 0.16229909 0.32321359 Inf
#>
#> $data
#> x hdr_membership
#> 1 -0.602216113 0.50
#> 2 -0.338709191 0.50
#> 3 1.226772110 0.80
#> 4 0.334288110 0.50
#> 5 0.761877096 0.50
#> 6 -0.568453752 0.50
#> 7 0.423414038 0.50
#> 8 0.332962513 0.50
#> 9 0.089676149 0.50
#> 10 0.625660149 0.50
#> 11 1.702687540 0.95
#> 12 -0.034512401 0.50
#> 13 -0.210885488 0.50
#> 14 0.350914706 0.50
#> 15 -1.064561751 0.80
#> 16 -1.356799706 0.95
#> 17 -0.498197337 0.50
#> 18 1.655941942 0.95
#> 19 -1.332156297 0.95
#> 20 -0.967646499 0.80
#> 21 0.740646048 0.50
#> 22 0.696868325 0.50
#> 23 1.140859597 0.80
#> 24 1.100730677 0.80
#> 25 0.822007066 0.80
#> 26 0.935612496 0.80
#> 27 0.420749820 0.50
#> 28 0.724489028 0.50
#> 29 0.494393490 0.50
#> 30 -0.424496686 0.50
#> 31 0.619843827 0.50
#> 32 0.323821211 0.50
#> 33 0.114981483 0.50
#> 34 0.247721614 0.50
#> 35 -1.985929929 0.95
#> 36 -0.178711534 0.50
#> 37 0.809359196 0.80
#> 38 -0.851683991 0.80
#> 39 0.327138280 0.50
#> 40 -0.272337584 0.50
#> 41 0.169347121 0.50
#> 42 0.308347061 0.50
#> 43 -0.516806682 0.50
#> 44 0.523434849 0.50
#> 45 2.089594708 0.99
#> 46 -1.121039186 0.80
#> 47 -1.243454969 0.80
#> 48 0.172970474 0.50
#> 49 -0.289282079 0.50
#> 50 -0.415902662 0.50
#> 51 0.456682882 0.50
#> 52 0.750154150 0.50
#> 53 2.223943019 0.99
#> 54 -0.568001579 0.50
#> 55 -1.995973051 0.95
#> 56 1.918095747 0.95
#> 57 0.706507492 0.50
#> 58 -0.719960358 0.80
#> 59 0.206044265 0.50
#> 60 0.179203353 0.50
#> 61 -0.667290036 0.80
#> 62 0.380219987 0.50
#> 63 0.481039503 0.50
#> 64 -0.635604891 0.80
#> 65 -0.618156472 0.80
#> 66 0.839181001 0.80
#> 67 0.099824615 0.50
#> 68 -0.011685890 0.50
#> 69 -0.476731496 0.50
#> 70 -0.377139215 0.50
#> 71 -0.423271775 0.50
#> 72 0.694610201 0.50
#> 73 0.106803398 0.50
#> 74 -0.259789097 0.50
#> 75 -0.098886925 0.50
#> 76 0.589788477 0.50
#> 77 -0.872461006 0.80
#> 78 1.098386189 0.80
#> 79 0.339904714 0.50
#> 80 1.949384618 0.95
#> 81 -0.030791065 0.50
#> 82 0.668540427 0.50
#> 83 0.469278219 0.50
#> 84 -1.779308667 0.95
#> 85 -0.755696634 0.80
#> 86 2.313280971 0.99
#> 87 0.994795742 0.80
#> 88 0.974283608 0.80
#> 89 -0.202044621 0.50
#> 90 0.412384853 0.50
#> 91 2.525788240 0.99
#> 92 0.625596118 0.50
#> 93 0.200721163 0.50
#> 94 2.102669700 0.99
#> 95 1.838785811 0.95
#> 96 -0.232408581 0.50
#> 97 0.166933472 0.50
#> 98 0.085334603 0.50
#> 99 1.238581742 0.80
#> 100 2.249109114 0.99
#> 101 1.503415990 0.95
#> 102 0.923455202 0.80
#> 103 -0.180091019 0.50
#> 104 -1.054809238 0.80
#> 105 0.443020989 0.50
#> 106 -0.984602420 0.80
#> 107 0.435749273 0.50
#> 108 -0.271076116 0.50
#> 109 -1.227144760 0.80
#> 110 0.339779927 0.50
#> 111 0.221011435 0.50
#> 112 -1.361336672 0.95
#> 113 -0.670943187 0.80
#> 114 0.856763638 0.80
#> 115 -1.963762222 0.95
#> 116 -0.265857718 0.50
#> 117 1.528158639 0.95
#> 118 0.342514369 0.50
#> 119 -1.260138368 0.80
#> 120 0.582139167 0.50
#> 121 1.270729416 0.80
#> 122 -0.454899376 0.50
#> 123 0.531754028 0.50
#> 124 0.493247862 0.50
#> 125 -0.546501545 0.50
#> 126 0.523577956 0.50
#> 127 0.462387864 0.50
#> 128 0.038504163 0.50
#> 129 -0.306819663 0.50
#> 130 0.400121896 0.50
#> 131 -0.223377312 0.50
#> 132 0.566670506 0.50
#> 133 0.655064148 0.50
#> 134 -0.594123896 0.50
#> 135 0.441065268 0.50
#> 136 -0.026456338 0.50
#> 137 0.175207166 0.50
#> 138 -2.252001286 0.99
#> 139 0.659889664 0.50
#> 140 0.884542025 0.80
#> 141 -0.277163787 0.50
#> 142 0.082726383 0.50
#> 143 0.745151861 0.50
#> 144 -2.455381951 0.99
#> 145 -0.565088666 0.50
#> 146 -0.676556307 0.80
#> 147 1.680233211 0.95
#> 148 0.070870580 0.50
#> 149 0.061847314 0.50
#> 150 -0.852385597 0.80
#> 151 -1.152621694 0.80
#> 152 -0.195477720 0.50
#> 153 0.879703582 0.80
#> 154 -0.200161217 0.50
#> 155 -0.432475696 0.50
#> 156 0.175992074 0.50
#> 157 -0.374598714 0.50
#> 158 1.147755140 0.80
#> 159 0.711427127 0.50
#> 160 -0.087756172 0.50
#> 161 -0.231401861 0.50
#> 162 -0.004477074 0.50
#> 163 -2.191144374 0.99
#> 164 1.104963716 0.80
#> 165 -0.139853984 0.50
#> 166 0.309426950 0.50
#> 167 -1.111371407 0.80
#> 168 -0.109162623 0.50
#> 169 0.450606156 0.50
#> 170 -0.412616969 0.50
#> 171 -0.491534188 0.50
#> 172 1.821545532 0.95
#> 173 -3.158955384 1.00
#> 174 -1.202535352 0.80
#> 175 -0.613722098 0.80
#> 176 0.713307903 0.50
#> 177 0.563375158 0.50
#> 178 1.259908296 0.80
#> 179 -0.262639249 0.50
#> 180 -1.737497059 0.95
#> 181 -0.098312946 0.50
#> 182 -0.635047520 0.80
#> 183 0.401998420 0.50
#> 184 -0.483294785 0.50
#> 185 0.741110348 0.50
#> 186 -0.204647233 0.50
#> 187 1.749601760 0.95
#> 188 1.005271492 0.80
#> 189 -0.781282972 0.80
#> 190 0.093898824 0.50
#> 191 -0.968130555 0.80
#> 192 -0.338278579 0.50
#> 193 0.742452339 0.50
#> 194 0.047480556 0.50
#> 195 -1.567483515 0.95
#> 196 0.309646175 0.50
#> 197 0.751353522 0.50
#> 198 0.365669044 0.50
#> 199 -0.729297726 0.80
#> 200 -0.345849536 0.50
#> 201 0.835911973 0.80
#> 202 0.309470353 0.50
#> 203 0.150424561 0.50
#> 204 0.413237962 0.50
#> 205 -0.183183576 0.50
#> 206 -1.373881344 0.95
#> 207 -1.216884190 0.80
#> 208 -1.363074712 0.95
#> 209 -1.213444119 0.80
#> 210 -0.251525841 0.50
#> 211 -0.997307436 0.80
#> 212 -0.283355951 0.50
#> 213 1.320208066 0.80
#> 214 1.262536629 0.80
#> 215 0.209822676 0.50
#> 216 1.780085994 0.95
#> 217 -0.444536293 0.50
#> 218 0.578169835 0.50
#> 219 -0.562920028 0.50
#> 220 0.601131164 0.50
#> 221 -1.909104134 0.95
#> 222 -0.509767935 0.50
#> 223 -1.760801102 0.95
#> 224 -2.661314278 1.00
#> 225 2.196619563 0.99
#> 226 0.471259861 0.50
#> 227 1.207315494 0.80
#> 228 1.094050883 0.80
#> 229 -0.170742435 0.50
#> 230 1.994185407 0.95
#> 231 0.124349643 0.50
#> 232 -0.888382627 0.80
#> 233 -0.258913786 0.50
#> 234 0.636534756 0.50
#> 235 -0.879010040 0.80
#> 236 -0.251995699 0.50
#> 237 -0.052182517 0.50
#> 238 -0.069522113 0.50
#> 239 -1.762501300 0.95
#> 240 -1.519593732 0.95
#> 241 1.087085145 0.80
#> 242 0.641578804 0.50
#> 243 -1.332266055 0.95
#> 244 -1.754802135 0.95
#> 245 0.665588633 0.50
#> 246 0.117517585 0.50
#> 247 0.729600679 0.50
#> 248 -2.628872132 0.99
#> 249 0.110068988 0.50
#> 250 -0.488635900 0.50
#> 251 -0.893599002 0.80
#> 252 0.334223998 0.50
#> 253 -0.540849311 0.50
#> 254 0.538231266 0.50
#> 255 1.332344144 0.80
#> 256 0.665458668 0.50
#> 257 1.023956243 0.80
#> 258 0.272757735 0.50
#> 259 0.144933376 0.50
#> 260 1.777561026 0.95
#> 261 -1.298861569 0.95
#> 262 0.105988822 0.50
#> 263 0.429527218 0.50
#> 264 2.347663472 0.99
#> 265 -0.028667828 0.50
#> 266 1.683272410 0.95
#> 267 0.110382287 0.50
#> 268 0.844665380 0.80
#> 269 -0.442510924 0.50
#> 270 0.075934256 0.50
#> 271 -0.989288584 0.80
#> 272 2.141403248 0.99
#> 273 -2.150684667 0.99
#> 274 -1.064206619 0.80
#> 275 0.960256918 0.80
#> 276 -0.591539021 0.50
#> 277 0.971401888 0.80
#> 278 -1.597636196 0.95
#> 279 1.252784149 0.80
#> 280 -0.487583326 0.50
#> 281 -0.043071008 0.50
#> 282 -1.489490970 0.95
#> 283 0.770885593 0.80
#> 284 -0.972739436 0.80
#> 285 -0.750480825 0.80
#> 286 -0.169340601 0.50
#> 287 -1.893906509 0.95
#> 288 1.221811791 0.80
#> 289 1.091926310 0.80
#> 290 1.446027700 0.95
#> 291 -0.447708688 0.50
#> 292 -0.314489328 0.50
#> 293 -0.085312495 0.50
#> 294 -0.341253984 0.50
#> 295 2.191315516 0.99
#> 296 0.849848597 0.80
#> 297 0.145332688 0.50
#> 298 0.923074109 0.80
#> 299 -0.156852809 0.50
#> 300 0.020027678 0.50
#> 301 -0.776767242 0.80
#> 302 -0.246659597 0.50
#> 303 -1.074686209 0.80
#> 304 1.230761364 0.80
#> 305 0.537335653 0.50
#> 306 -0.689363702 0.80
#> 307 0.185291918 0.50
#> 308 -2.741432406 1.00
#> 309 0.118360959 0.50
#> 310 -1.002949766 0.80
#> 311 2.206591398 0.99
#> 312 -1.958032804 0.95
#> 313 2.021697943 0.99
#> 314 -0.124602271 0.50
#> 315 0.749494576 0.50
#> 316 1.070903024 0.80
#> 317 -1.880700607 0.95
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#> 868 -1.563185104 0.95
#> 869 -0.381397160 0.50
#> 870 0.766339960 0.50
#> 871 1.268429690 0.80
#> 872 -0.276374365 0.50
#> 873 1.483101021 0.95
#> 874 -0.997775787 0.80
#> 875 2.112287645 0.99
#> 876 -0.613698793 0.80
#> 877 -0.124004617 0.50
#> 878 1.297085276 0.80
#> 879 -0.398138038 0.50
#> 880 -0.524379534 0.50
#> 881 -0.594767042 0.50
#> 882 -1.143571915 0.80
#> 883 0.542531096 0.50
#> 884 0.200800808 0.50
#> 885 1.421076870 0.95
#> 886 2.133968518 0.99
#> 887 -0.323552020 0.50
#> 888 -3.036051121 1.00
#> 889 1.185929079 0.80
#> 890 -0.180801900 0.50
#> 891 0.804234470 0.80
#> 892 -0.395179527 0.50
#> 893 -2.226174494 0.99
#> 894 -1.386617686 0.95
#> 895 -1.694845025 0.95
#> 896 -0.078393081 0.50
#> 897 -0.376740593 0.50
#> 898 0.508758270 0.50
#> 899 -0.279220368 0.50
#> 900 -0.631174737 0.80
#> 901 1.362302383 0.80
#> 902 -0.743421346 0.80
#> 903 0.703745184 0.50
#> 904 0.770137332 0.80
#> 905 -0.902974899 0.80
#> 906 0.702146598 0.50
#> 907 -1.190536203 0.80
#> 908 0.498885075 0.50
#> 909 0.274054841 0.50
#> 910 -1.525054835 0.95
#> 911 -0.530871644 0.50
#> 912 0.182052776 0.50
#> 913 -0.601726904 0.50
#> 914 1.545593972 0.95
#> 915 -0.404381611 0.50
#> 916 1.346277361 0.80
#> 917 0.782829520 0.80
#> 918 -0.201887045 0.50
#> 919 1.153563896 0.80
#> 920 -0.714202829 0.80
#> 921 1.023452134 0.80
#> 922 0.135823091 0.50
#> 923 0.067808780 0.50
#> 924 -0.129433671 0.50
#> 925 -1.198226331 0.80
#> 926 0.986712550 0.80
#> 927 0.910881264 0.80
#> 928 0.651472708 0.50
#> 929 0.689809937 0.50
#> 930 0.384724374 0.50
#> 931 -1.499130237 0.95
#> 932 1.717619866 0.95
#> 933 -0.228895847 0.50
#> 934 1.111846074 0.80
#> 935 -0.663401342 0.80
#> 936 -0.908192188 0.80
#> 937 -1.113031445 0.80
#> 938 -0.055357877 0.50
#> 939 -0.845428348 0.80
#> 940 0.954445054 0.80
#> 941 0.269200325 0.50
#> 942 0.423736162 0.50
#> 943 -1.217291153 0.80
#> 944 0.048050283 0.50
#> 945 0.229278812 0.50
#> 946 2.492002245 0.99
#> 947 0.391217022 0.50
#> 948 0.502477260 0.50
#> 949 -0.640176046 0.80
#> 950 0.329530676 0.50
#> 951 -1.369959506 0.95
#> 952 0.485149851 0.50
#> 953 0.406898930 0.50
#> 954 0.074734106 0.50
#> 955 0.318120883 0.50
#> 956 0.215311249 0.50
#> 957 0.965320499 0.80
#> 958 0.018265066 0.50
#> 959 0.188006768 0.50
#> 960 0.546075478 0.50
#> 961 -0.102161086 0.50
#> 962 0.408139068 0.50
#> 963 0.495936710 0.50
#> 964 0.081752439 0.50
#> 965 -0.249917929 0.50
#> 966 0.365078258 0.50
#> 967 -0.682098355 0.80
#> 968 -0.984612177 0.80
#> 969 -0.268844164 0.50
#> 970 1.036990940 0.80
#> 971 -1.596663589 0.95
#> 972 1.700348772 0.95
#> 973 -0.955174928 0.80
#> 974 -1.541285005 0.95
#> 975 -0.551453779 0.50
#> 976 -1.482405745 0.95
#> 977 -0.184717448 0.50
#> 978 1.481091709 0.95
#> 979 1.516219990 0.95
#> 980 0.316312614 0.50
#> 981 1.331332185 0.80
#> 982 -0.211245980 0.50
#> 983 0.398237175 0.50
#> 984 0.118843987 0.50
#> 985 0.703478750 0.50
#> 986 -0.654110333 0.80
#> 987 -0.715826490 0.80
#> 988 0.694688497 0.50
#> 989 0.408204088 0.50
#> 990 0.116200142 0.50
#> 991 0.248145718 0.50
#> 992 2.006336840 0.95
#> 993 1.077941568 0.80
#> 994 -2.021340948 0.95
#> 995 -0.966362519 0.80
#> 996 0.651968776 0.50
#> 997 -0.456597855 0.50
#> 998 -0.228207545 0.50
#> 999 0.688763108 0.50
#> 1000 -0.214290245 0.50
#>
if (FALSE) { # \dontrun{
# If parenthesis are omitted, `get_hdr_1d()` errors
get_hdr_1d(df, method = method_kde_1d)
# If the `_1d` suffix is omitted, `get_hdr_1d()` errors
get_hdr_1d(x, method = method_kde())
} # }
# Adjust estimator parameters with arguments to `method_kde_1d()`
get_hdr_1d(x, method = method_kde_1d(kernel = "triangular"))
#> $df_est
#> x fhat fhat_discretized hdr
#> 1 -3.158955384 0.006951040 8.485489e-05 1.00
#> 2 -3.146781799 0.007160657 8.741380e-05 1.00
#> 3 -3.134608215 0.007364579 8.990318e-05 1.00
#> 4 -3.122434630 0.007567271 9.237753e-05 1.00
#> 5 -3.110261045 0.007766384 9.480822e-05 1.00
#> 6 -3.098087460 0.007954584 9.710567e-05 1.00
#> 7 -3.085913875 0.008080554 9.864344e-05 1.00
#> 8 -3.073740290 0.008228844 1.004537e-04 1.00
#> 9 -3.061566705 0.008389983 1.024208e-04 1.00
#> 10 -3.049393120 0.008550169 1.043763e-04 1.00
#> 11 -3.037219535 0.008691845 1.061058e-04 1.00
#> 12 -3.025045950 0.008750721 1.068245e-04 1.00
#> 13 -3.012872365 0.008791294 1.073198e-04 1.00
#> 14 -3.000698780 0.008841852 1.079370e-04 1.00
#> 15 -2.988525195 0.008921263 1.089064e-04 1.00
#> 16 -2.976351610 0.009002248 1.098950e-04 1.00
#> 17 -2.964178026 0.009092254 1.109938e-04 1.00
#> 18 -2.952004441 0.009196467 1.122660e-04 1.00
#> 19 -2.939830856 0.009317054 1.137380e-04 1.00
#> 20 -2.927657271 0.009438669 1.152226e-04 1.00
#> 21 -2.915483686 0.009560284 1.167073e-04 1.00
#> 22 -2.903310101 0.009681899 1.181919e-04 1.00
#> 23 -2.891136516 0.009803514 1.196765e-04 1.00
#> 24 -2.878962931 0.009925128 1.211611e-04 1.00
#> 25 -2.866789346 0.010046743 1.226457e-04 1.00
#> 26 -2.854615761 0.010175990 1.242235e-04 1.00
#> 27 -2.842442176 0.010319245 1.259723e-04 1.00
#> 28 -2.830268591 0.010480284 1.279382e-04 1.00
#> 29 -2.818095006 0.010642437 1.299177e-04 1.00
#> 30 -2.805921422 0.010815704 1.320328e-04 1.00
#> 31 -2.793747837 0.011038350 1.347508e-04 1.00
#> 32 -2.781574252 0.011314573 1.381228e-04 1.00
#> 33 -2.769400667 0.011613893 1.417767e-04 1.00
#> 34 -2.757227082 0.011935202 1.456991e-04 1.00
#> 35 -2.745053497 0.012249144 1.495315e-04 1.00
#> 36 -2.732879912 0.012548664 1.531879e-04 1.00
#> 37 -2.720706327 0.012831091 1.566357e-04 1.00
#> 38 -2.708532742 0.013114859 1.600998e-04 1.00
#> 39 -2.696359157 0.013445346 1.641342e-04 1.00
#> 40 -2.684185572 0.013813637 1.686301e-04 1.00
#> 41 -2.672011987 0.014208602 1.734516e-04 1.00
#> 42 -2.659838402 0.014607858 1.783256e-04 1.00
#> 43 -2.647664817 0.014974793 1.828049e-04 1.00
#> 44 -2.635491233 0.015334137 1.871916e-04 0.99
#> 45 -2.623317648 0.015667480 1.912609e-04 0.99
#> 46 -2.611144063 0.015954256 1.947617e-04 0.99
#> 47 -2.598970478 0.016275246 1.986802e-04 0.99
#> 48 -2.586796893 0.016600972 2.026565e-04 0.99
#> 49 -2.574623308 0.016951330 2.069335e-04 0.99
#> 50 -2.562449723 0.017334628 2.116126e-04 0.99
#> 51 -2.550276138 0.017747541 2.166533e-04 0.99
#> 52 -2.538102553 0.018214649 2.223555e-04 0.99
#> 53 -2.525928968 0.018678922 2.280231e-04 0.99
#> 54 -2.513755383 0.019167281 2.339848e-04 0.99
#> 55 -2.501581798 0.019723429 2.407740e-04 0.99
#> 56 -2.489408213 0.020328200 2.481567e-04 0.99
#> 57 -2.477234628 0.020965240 2.559334e-04 0.99
#> 58 -2.465061044 0.021633343 2.640893e-04 0.99
#> 59 -2.452887459 0.022319627 2.724671e-04 0.99
#> 60 -2.440713874 0.022976452 2.804853e-04 0.99
#> 61 -2.428540289 0.023707084 2.894045e-04 0.99
#> 62 -2.416366704 0.024466509 2.986752e-04 0.99
#> 63 -2.404193119 0.025256181 3.083151e-04 0.99
#> 64 -2.392019534 0.026087216 3.184600e-04 0.99
#> 65 -2.379845949 0.026976649 3.293177e-04 0.99
#> 66 -2.367672364 0.027867827 3.401968e-04 0.99
#> 67 -2.355498779 0.028764216 3.511395e-04 0.99
#> 68 -2.343325194 0.029670772 3.622062e-04 0.99
#> 69 -2.331151609 0.030601892 3.735729e-04 0.99
#> 70 -2.318978024 0.031564346 3.853221e-04 0.99
#> 71 -2.306804440 0.032584573 3.977765e-04 0.99
#> 72 -2.294630855 0.033653170 4.108214e-04 0.99
#> 73 -2.282457270 0.034744719 4.241465e-04 0.99
#> 74 -2.270283685 0.035878031 4.379814e-04 0.99
#> 75 -2.258110100 0.037002479 4.517081e-04 0.99
#> 76 -2.245936515 0.038081010 4.648743e-04 0.99
#> 77 -2.233762930 0.039101560 4.773327e-04 0.99
#> 78 -2.221589345 0.040120215 4.897679e-04 0.99
#> 79 -2.209415760 0.041138412 5.021976e-04 0.99
#> 80 -2.197242175 0.042191165 5.150491e-04 0.99
#> 81 -2.185068590 0.043275793 5.282897e-04 0.99
#> 82 -2.172895005 0.044372834 5.416818e-04 0.99
#> 83 -2.160721420 0.045534394 5.558616e-04 0.99
#> 84 -2.148547835 0.046632431 5.692659e-04 0.99
#> 85 -2.136374251 0.047699678 5.822943e-04 0.99
#> 86 -2.124200666 0.048771355 5.953768e-04 0.99
#> 87 -2.112027081 0.049903311 6.091952e-04 0.99
#> 88 -2.099853496 0.051069260 6.234285e-04 0.99
#> 89 -2.087679911 0.052261886 6.379875e-04 0.99
#> 90 -2.075506326 0.053495875 6.530514e-04 0.99
#> 91 -2.063332741 0.054801177 6.689859e-04 0.99
#> 92 -2.051159156 0.056252802 6.867066e-04 0.99
#> 93 -2.038985571 0.057820225 7.058410e-04 0.99
#> 94 -2.026811986 0.059435724 7.255622e-04 0.95
#> 95 -2.014638401 0.061043331 7.451871e-04 0.95
#> 96 -2.002464816 0.062631928 7.645799e-04 0.95
#> 97 -1.990291231 0.064195312 7.836649e-04 0.95
#> 98 -1.978117646 0.065706721 8.021155e-04 0.95
#> 99 -1.965944062 0.067132338 8.195187e-04 0.95
#> 100 -1.953770477 0.068418887 8.352242e-04 0.95
#> 101 -1.941596892 0.069682792 8.506534e-04 0.95
#> 102 -1.929423307 0.071016443 8.669339e-04 0.95
#> 103 -1.917249722 0.072430630 8.841976e-04 0.95
#> 104 -1.905076137 0.073929670 9.024972e-04 0.95
#> 105 -1.892902552 0.075535288 9.220978e-04 0.95
#> 106 -1.880728967 0.077117773 9.414160e-04 0.95
#> 107 -1.868555382 0.078689687 9.606052e-04 0.95
#> 108 -1.856381797 0.080219318 9.792781e-04 0.95
#> 109 -1.844208212 0.081623120 9.964151e-04 0.95
#> 110 -1.832034627 0.082962839 1.012770e-03 0.95
#> 111 -1.819861042 0.084321879 1.029360e-03 0.95
#> 112 -1.807687457 0.085710437 1.046311e-03 0.95
#> 113 -1.795513873 0.087127857 1.063614e-03 0.95
#> 114 -1.783340288 0.088534676 1.080788e-03 0.95
#> 115 -1.771166703 0.089947120 1.098030e-03 0.95
#> 116 -1.758993118 0.091311582 1.114687e-03 0.95
#> 117 -1.746819533 0.092640012 1.130904e-03 0.95
#> 118 -1.734645948 0.094014252 1.147680e-03 0.95
#> 119 -1.722472363 0.095416189 1.164794e-03 0.95
#> 120 -1.710298778 0.096885019 1.182725e-03 0.95
#> 121 -1.698125193 0.098394188 1.201148e-03 0.95
#> 122 -1.685951608 0.099910654 1.219660e-03 0.95
#> 123 -1.673778023 0.101425452 1.238152e-03 0.95
#> 124 -1.661604438 0.103005016 1.257435e-03 0.95
#> 125 -1.649430853 0.104625200 1.277213e-03 0.95
#> 126 -1.637257269 0.106263013 1.297207e-03 0.95
#> 127 -1.625083684 0.107879605 1.316941e-03 0.95
#> 128 -1.612910099 0.109523333 1.337007e-03 0.95
#> 129 -1.600736514 0.111273561 1.358373e-03 0.95
#> 130 -1.588562929 0.113082629 1.380457e-03 0.95
#> 131 -1.576389344 0.114882612 1.402431e-03 0.95
#> 132 -1.564215759 0.116623970 1.423688e-03 0.95
#> 133 -1.552042174 0.118395431 1.445313e-03 0.95
#> 134 -1.539868589 0.120237280 1.467798e-03 0.95
#> 135 -1.527695004 0.122153891 1.491195e-03 0.95
#> 136 -1.515521419 0.124103019 1.514989e-03 0.95
#> 137 -1.503347834 0.125916603 1.537128e-03 0.95
#> 138 -1.491174249 0.127586441 1.557513e-03 0.95
#> 139 -1.479000664 0.129161734 1.576743e-03 0.95
#> 140 -1.466827080 0.130714137 1.595694e-03 0.95
#> 141 -1.454653495 0.132382896 1.616066e-03 0.95
#> 142 -1.442479910 0.134148129 1.637615e-03 0.95
#> 143 -1.430306325 0.136057960 1.660929e-03 0.95
#> 144 -1.418132740 0.138134402 1.686277e-03 0.95
#> 145 -1.405959155 0.140380178 1.713692e-03 0.95
#> 146 -1.393785570 0.142674674 1.741703e-03 0.95
#> 147 -1.381611985 0.144866561 1.768460e-03 0.95
#> 148 -1.369438400 0.146907475 1.793374e-03 0.95
#> 149 -1.357264815 0.148769521 1.816105e-03 0.95
#> 150 -1.345091230 0.150381486 1.835784e-03 0.95
#> 151 -1.332917645 0.151887100 1.854163e-03 0.95
#> 152 -1.320744060 0.153392054 1.872535e-03 0.95
#> 153 -1.308570475 0.154977983 1.891895e-03 0.95
#> 154 -1.296396891 0.156745934 1.913478e-03 0.95
#> 155 -1.284223306 0.158661729 1.936865e-03 0.95
#> 156 -1.272049721 0.160671879 1.961404e-03 0.95
#> 157 -1.259876136 0.162795951 1.987333e-03 0.80
#> 158 -1.247702551 0.165067520 2.015063e-03 0.80
#> 159 -1.235528966 0.167370892 2.043182e-03 0.80
#> 160 -1.223355381 0.169716301 2.071813e-03 0.80
#> 161 -1.211181796 0.172144038 2.101450e-03 0.80
#> 162 -1.199008211 0.174628145 2.131775e-03 0.80
#> 163 -1.186834626 0.176938672 2.159981e-03 0.80
#> 164 -1.174661041 0.179387423 2.189874e-03 0.80
#> 165 -1.162487456 0.181892339 2.220453e-03 0.80
#> 166 -1.150313871 0.184448466 2.251657e-03 0.80
#> 167 -1.138140287 0.187070584 2.283666e-03 0.80
#> 168 -1.125966702 0.189822320 2.317258e-03 0.80
#> 169 -1.113793117 0.192499058 2.349934e-03 0.80
#> 170 -1.101619532 0.195143656 2.382218e-03 0.80
#> 171 -1.089445947 0.197806390 2.414723e-03 0.80
#> 172 -1.077272362 0.200596593 2.448785e-03 0.80
#> 173 -1.065098777 0.203325822 2.482102e-03 0.80
#> 174 -1.052925192 0.205987950 2.514600e-03 0.80
#> 175 -1.040751607 0.208639501 2.546969e-03 0.80
#> 176 -1.028578022 0.211382853 2.580458e-03 0.80
#> 177 -1.016404437 0.214305541 2.616137e-03 0.80
#> 178 -1.004230852 0.217224074 2.651765e-03 0.80
#> 179 -0.992057267 0.220127976 2.687214e-03 0.80
#> 180 -0.979883682 0.223026464 2.722598e-03 0.80
#> 181 -0.967710098 0.226007718 2.758991e-03 0.80
#> 182 -0.955536513 0.229022306 2.795792e-03 0.80
#> 183 -0.943362928 0.232110579 2.833492e-03 0.80
#> 184 -0.931189343 0.235274314 2.872114e-03 0.80
#> 185 -0.919015758 0.238494001 2.911418e-03 0.80
#> 186 -0.906842173 0.241528634 2.948463e-03 0.80
#> 187 -0.894668588 0.244435972 2.983955e-03 0.80
#> 188 -0.882495003 0.247264700 3.018486e-03 0.80
#> 189 -0.870321418 0.250049055 3.052476e-03 0.80
#> 190 -0.858147833 0.252740277 3.085329e-03 0.80
#> 191 -0.845974248 0.255409378 3.117913e-03 0.80
#> 192 -0.833800663 0.258161824 3.151513e-03 0.80
#> 193 -0.821627078 0.261060143 3.186894e-03 0.80
#> 194 -0.809453493 0.264169890 3.224857e-03 0.80
#> 195 -0.797279909 0.267742406 3.268468e-03 0.80
#> 196 -0.785106324 0.271537728 3.314800e-03 0.80
#> 197 -0.772932739 0.275408227 3.362049e-03 0.80
#> 198 -0.760759154 0.279234491 3.408758e-03 0.80
#> 199 -0.748585569 0.283033479 3.455134e-03 0.80
#> 200 -0.736411984 0.286778096 3.500846e-03 0.80
#> 201 -0.724238399 0.290557822 3.546988e-03 0.80
#> 202 -0.712064814 0.294309229 3.592783e-03 0.80
#> 203 -0.699891229 0.297809851 3.635517e-03 0.80
#> 204 -0.687717644 0.301422905 3.679623e-03 0.80
#> 205 -0.675544059 0.304983568 3.723090e-03 0.80
#> 206 -0.663370474 0.308409332 3.764910e-03 0.80
#> 207 -0.651196889 0.311667942 3.804690e-03 0.80
#> 208 -0.639023304 0.315078916 3.846329e-03 0.80
#> 209 -0.626849720 0.318177999 3.884161e-03 0.80
#> 210 -0.614676135 0.321075704 3.919535e-03 0.80
#> 211 -0.602502550 0.323839670 3.953276e-03 0.50
#> 212 -0.590328965 0.326543366 3.986281e-03 0.50
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#> 270 0.115738961 0.371205269 4.531492e-03 0.50
#> 271 0.127912546 0.371396650 4.533828e-03 0.50
#> 272 0.140086131 0.371650098 4.536922e-03 0.50
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#> 275 0.176606886 0.373012267 4.553551e-03 0.50
#> 276 0.188780471 0.373143443 4.555152e-03 0.50
#> 277 0.200954055 0.373223485 4.556129e-03 0.50
#> 278 0.213127640 0.373342363 4.557581e-03 0.50
#> 279 0.225301225 0.373520836 4.559759e-03 0.50
#> 280 0.237474810 0.373867547 4.563992e-03 0.50
#> 281 0.249648395 0.374222978 4.568331e-03 0.50
#> 282 0.261821980 0.374602805 4.572968e-03 0.50
#> 283 0.273995565 0.375028807 4.578168e-03 0.50
#> 284 0.286169150 0.375542277 4.584436e-03 0.50
#> 285 0.298342735 0.376283337 4.593483e-03 0.50
#> 286 0.310516320 0.377140180 4.603943e-03 0.50
#> 287 0.322689905 0.377936734 4.613666e-03 0.50
#> 288 0.334863490 0.378358189 4.618811e-03 0.50
#> 289 0.347037075 0.378614576 4.621941e-03 0.50
#> 290 0.359210660 0.378936947 4.625877e-03 0.50
#> 291 0.371384244 0.379341525 4.630815e-03 0.50
#> 292 0.383557829 0.379823589 4.636700e-03 0.50
#> 293 0.395731414 0.380343585 4.643048e-03 0.50
#> 294 0.407904999 0.380664272 4.646963e-03 0.50
#> 295 0.420078584 0.380657033 4.646875e-03 0.50
#> 296 0.432252169 0.380320267 4.642763e-03 0.50
#> 297 0.444425754 0.379759418 4.635917e-03 0.50
#> 298 0.456599339 0.379213745 4.629256e-03 0.50
#> 299 0.468772924 0.378452625 4.619964e-03 0.50
#> 300 0.480946509 0.377545366 4.608889e-03 0.50
#> 301 0.493120094 0.376577523 4.597074e-03 0.50
#> 302 0.505293679 0.375498984 4.583908e-03 0.50
#> 303 0.517467264 0.374313021 4.569430e-03 0.50
#> 304 0.529640849 0.373080044 4.554378e-03 0.50
#> 305 0.541814433 0.371806435 4.538831e-03 0.50
#> 306 0.553988018 0.370447897 4.522246e-03 0.50
#> 307 0.566161603 0.368796237 4.502084e-03 0.50
#> 308 0.578335188 0.366946032 4.479497e-03 0.50
#> 309 0.590508773 0.365013952 4.455911e-03 0.50
#> 310 0.602682358 0.363108139 4.432646e-03 0.50
#> 311 0.614855943 0.361085162 4.407951e-03 0.50
#> 312 0.627029528 0.359006615 4.382577e-03 0.50
#> 313 0.639203113 0.356898215 4.356839e-03 0.50
#> 314 0.651376698 0.354706884 4.330088e-03 0.50
#> 315 0.663550283 0.352235924 4.299924e-03 0.50
#> 316 0.675723868 0.349607738 4.267840e-03 0.50
#> 317 0.687897453 0.346884972 4.234602e-03 0.50
#> 318 0.700071037 0.343945166 4.198714e-03 0.50
#> 319 0.712244622 0.340660165 4.158612e-03 0.50
#> 320 0.724418207 0.337209756 4.116491e-03 0.50
#> 321 0.736591792 0.333893549 4.076009e-03 0.50
#> 322 0.748765377 0.330483286 4.034378e-03 0.50
#> 323 0.760938962 0.326903242 3.990675e-03 0.50
#> 324 0.773112547 0.323251825 3.946100e-03 0.80
#> 325 0.785286132 0.319216242 3.896835e-03 0.80
#> 326 0.797459717 0.315186144 3.847638e-03 0.80
#> 327 0.809633302 0.311189988 3.798855e-03 0.80
#> 328 0.821806887 0.307198892 3.750134e-03 0.80
#> 329 0.833980472 0.303270247 3.702175e-03 0.80
#> 330 0.846154057 0.299175220 3.652185e-03 0.80
#> 331 0.858327642 0.294980030 3.600972e-03 0.80
#> 332 0.870501226 0.290784798 3.549758e-03 0.80
#> 333 0.882674811 0.286841003 3.501614e-03 0.80
#> 334 0.894848396 0.282940881 3.454004e-03 0.80
#> 335 0.907021981 0.279082253 3.406899e-03 0.80
#> 336 0.919195566 0.275220379 3.359756e-03 0.80
#> 337 0.931369151 0.271297018 3.311861e-03 0.80
#> 338 0.943542736 0.267436645 3.264736e-03 0.80
#> 339 0.955716321 0.263717460 3.219334e-03 0.80
#> 340 0.967889906 0.260092738 3.175085e-03 0.80
#> 341 0.980063491 0.256537269 3.131681e-03 0.80
#> 342 0.992237076 0.253068512 3.089336e-03 0.80
#> 343 1.004410661 0.249490508 3.045658e-03 0.80
#> 344 1.016584246 0.246008728 3.003154e-03 0.80
#> 345 1.028757831 0.242570478 2.961182e-03 0.80
#> 346 1.040931415 0.239039446 2.918076e-03 0.80
#> 347 1.053105000 0.235544289 2.875409e-03 0.80
#> 348 1.065278585 0.232124289 2.833660e-03 0.80
#> 349 1.077452170 0.228737119 2.792311e-03 0.80
#> 350 1.089625755 0.225353725 2.751008e-03 0.80
#> 351 1.101799340 0.221968145 2.709678e-03 0.80
#> 352 1.113972925 0.218521328 2.667601e-03 0.80
#> 353 1.126146510 0.215096214 2.625789e-03 0.80
#> 354 1.138320095 0.211715227 2.584516e-03 0.80
#> 355 1.150493680 0.208384611 2.543857e-03 0.80
#> 356 1.162667265 0.205071969 2.503418e-03 0.80
#> 357 1.174840850 0.201929669 2.465058e-03 0.80
#> 358 1.187014435 0.198889105 2.427941e-03 0.80
#> 359 1.199188019 0.195921239 2.391710e-03 0.80
#> 360 1.211361604 0.193164607 2.358059e-03 0.80
#> 361 1.223535189 0.190498987 2.325518e-03 0.80
#> 362 1.235708774 0.187871708 2.293446e-03 0.80
#> 363 1.247882359 0.185339031 2.262528e-03 0.80
#> 364 1.260055944 0.183022555 2.234250e-03 0.80
#> 365 1.272229529 0.180577510 2.204402e-03 0.80
#> 366 1.284403114 0.178086021 2.173987e-03 0.80
#> 367 1.296576699 0.175634761 2.144063e-03 0.80
#> 368 1.308750284 0.173260610 2.115081e-03 0.80
#> 369 1.320923869 0.170790537 2.084927e-03 0.80
#> 370 1.333097454 0.168436000 2.056184e-03 0.80
#> 371 1.345271039 0.166010718 2.026578e-03 0.80
#> 372 1.357444624 0.163487658 1.995777e-03 0.80
#> 373 1.369618208 0.160916585 1.964391e-03 0.80
#> 374 1.381791793 0.158305005 1.932510e-03 0.95
#> 375 1.393965378 0.155748689 1.901304e-03 0.95
#> 376 1.406138963 0.153253712 1.870846e-03 0.95
#> 377 1.418312548 0.150808282 1.840994e-03 0.95
#> 378 1.430486133 0.148324743 1.810676e-03 0.95
#> 379 1.442659718 0.145859979 1.780587e-03 0.95
#> 380 1.454833303 0.143332187 1.749729e-03 0.95
#> 381 1.467006888 0.140771627 1.718471e-03 0.95
#> 382 1.479180473 0.138303137 1.688337e-03 0.95
#> 383 1.491354058 0.135776674 1.657495e-03 0.95
#> 384 1.503527643 0.133234093 1.626457e-03 0.95
#> 385 1.515701228 0.130713120 1.595682e-03 0.95
#> 386 1.527874813 0.128239976 1.565491e-03 0.95
#> 387 1.540048397 0.125770370 1.535343e-03 0.95
#> 388 1.552221982 0.123444598 1.506951e-03 0.95
#> 389 1.564395567 0.121185266 1.479370e-03 0.95
#> 390 1.576569152 0.118978868 1.452436e-03 0.95
#> 391 1.588742737 0.116856984 1.426533e-03 0.95
#> 392 1.600916322 0.114812152 1.401570e-03 0.95
#> 393 1.613089907 0.112787050 1.376849e-03 0.95
#> 394 1.625263492 0.110774374 1.352279e-03 0.95
#> 395 1.637437077 0.108775353 1.327876e-03 0.95
#> 396 1.649610662 0.106847165 1.304338e-03 0.95
#> 397 1.661784247 0.105065545 1.282589e-03 0.95
#> 398 1.673957832 0.103341853 1.261547e-03 0.95
#> 399 1.686131417 0.101620691 1.240536e-03 0.95
#> 400 1.698305002 0.099841650 1.218818e-03 0.95
#> 401 1.710478586 0.098056192 1.197022e-03 0.95
#> 402 1.722652171 0.096154089 1.173802e-03 0.95
#> 403 1.734825756 0.094206289 1.150024e-03 0.95
#> 404 1.746999341 0.092295118 1.126694e-03 0.95
#> 405 1.759172926 0.090311043 1.102473e-03 0.95
#> 406 1.771346511 0.088384028 1.078949e-03 0.95
#> 407 1.783520096 0.086438377 1.055197e-03 0.95
#> 408 1.795693681 0.084448422 1.030905e-03 0.95
#> 409 1.807867266 0.082433849 1.006312e-03 0.95
#> 410 1.820040851 0.080610753 9.840566e-04 0.95
#> 411 1.832214436 0.078835648 9.623870e-04 0.95
#> 412 1.844388021 0.077082173 9.409814e-04 0.95
#> 413 1.856561606 0.075343082 9.197514e-04 0.95
#> 414 1.868735190 0.073732818 9.000941e-04 0.95
#> 415 1.880908775 0.072188839 8.812460e-04 0.95
#> 416 1.893082360 0.070709308 8.631846e-04 0.95
#> 417 1.905255945 0.069285740 8.458064e-04 0.95
#> 418 1.917429530 0.067894272 8.288200e-04 0.95
#> 419 1.929603115 0.066499144 8.117890e-04 0.95
#> 420 1.941776700 0.065153399 7.953608e-04 0.95
#> 421 1.953950285 0.063850640 7.794573e-04 0.95
#> 422 1.966123870 0.062572970 7.638602e-04 0.95
#> 423 1.978297455 0.061380617 7.493045e-04 0.95
#> 424 1.990471040 0.060253757 7.355483e-04 0.95
#> 425 2.002644625 0.059150931 7.220856e-04 0.95
#> 426 2.014818210 0.058050199 7.086484e-04 0.95
#> 427 2.026991795 0.056952473 6.952479e-04 0.99
#> 428 2.039165379 0.055903007 6.824365e-04 0.99
#> 429 2.051338964 0.054866901 6.697883e-04 0.99
#> 430 2.063512549 0.053857273 6.574632e-04 0.99
#> 431 2.075686134 0.052898715 6.457616e-04 0.99
#> 432 2.087859719 0.051996821 6.347517e-04 0.99
#> 433 2.100033304 0.050995246 6.225250e-04 0.99
#> 434 2.112206889 0.049922613 6.094308e-04 0.99
#> 435 2.124380474 0.048803794 5.957728e-04 0.99
#> 436 2.136554059 0.047667147 5.818972e-04 0.99
#> 437 2.148727644 0.046456956 5.671238e-04 0.99
#> 438 2.160901229 0.045239598 5.522629e-04 0.99
#> 439 2.173074814 0.044038891 5.376052e-04 0.99
#> 440 2.185248399 0.042871246 5.233512e-04 0.99
#> 441 2.197421984 0.041684413 5.088629e-04 0.99
#> 442 2.209595568 0.040435331 4.936147e-04 0.99
#> 443 2.221769153 0.039164327 4.780989e-04 0.99
#> 444 2.233942738 0.037909710 4.627832e-04 0.99
#> 445 2.246116323 0.036731730 4.484030e-04 0.99
#> 446 2.258289908 0.035589921 4.344643e-04 0.99
#> 447 2.270463493 0.034523642 4.214477e-04 0.99
#> 448 2.282637078 0.033523471 4.092381e-04 0.99
#> 449 2.294810663 0.032555995 3.974276e-04 0.99
#> 450 2.306984248 0.031665483 3.865567e-04 0.99
#> 451 2.319157833 0.030766043 3.755768e-04 0.99
#> 452 2.331331418 0.029917207 3.652146e-04 0.99
#> 453 2.343505003 0.029148986 3.558365e-04 0.99
#> 454 2.355678588 0.028397832 3.466668e-04 0.99
#> 455 2.367852172 0.027638797 3.374009e-04 0.99
#> 456 2.380025757 0.026898265 3.283608e-04 0.99
#> 457 2.392199342 0.026183676 3.196375e-04 0.99
#> 458 2.404372927 0.025495896 3.112414e-04 0.99
#> 459 2.416546512 0.024838564 3.032170e-04 0.99
#> 460 2.428720097 0.024206218 2.954976e-04 0.99
#> 461 2.440893682 0.023604492 2.881521e-04 0.99
#> 462 2.453067267 0.023036390 2.812170e-04 0.99
#> 463 2.465240852 0.022501053 2.746818e-04 0.99
#> 464 2.477414437 0.022006001 2.686385e-04 0.99
#> 465 2.489588022 0.021502757 2.624951e-04 0.99
#> 466 2.501761607 0.020965052 2.559311e-04 0.99
#> 467 2.513935192 0.020367091 2.486315e-04 0.99
#> 468 2.526108777 0.019775836 2.414137e-04 0.99
#> 469 2.538282361 0.019155600 2.338422e-04 0.99
#> 470 2.550455946 0.018553921 2.264972e-04 0.99
#> 471 2.562629531 0.018004852 2.197944e-04 0.99
#> 472 2.574803116 0.017455945 2.130936e-04 0.99
#> 473 2.586976701 0.016900992 2.063190e-04 0.99
#> 474 2.599150286 0.016359927 1.997140e-04 0.99
#> 475 2.611323871 0.015832970 1.932811e-04 0.99
#> 476 2.623497456 0.015306146 1.868499e-04 0.99
#> 477 2.635671041 0.014786489 1.805062e-04 1.00
#> 478 2.647844626 0.014323343 1.748523e-04 1.00
#> 479 2.660018211 0.013910577 1.698135e-04 1.00
#> 480 2.672191796 0.013538358 1.652696e-04 1.00
#> 481 2.684365381 0.013215470 1.613280e-04 1.00
#> 482 2.696538966 0.012949604 1.580824e-04 1.00
#> 483 2.708712550 0.012702467 1.550655e-04 1.00
#> 484 2.720886135 0.012459571 1.521003e-04 1.00
#> 485 2.733059720 0.012217865 1.491497e-04 1.00
#> 486 2.745233305 0.012010983 1.466242e-04 1.00
#> 487 2.757406890 0.011851450 1.446767e-04 1.00
#> 488 2.769580475 0.011729311 1.431857e-04 1.00
#> 489 2.781754060 0.011626557 1.419313e-04 1.00
#> 490 2.793927645 0.011477109 1.401069e-04 1.00
#> 491 2.806101230 0.011347124 1.385201e-04 1.00
#> 492 2.818274815 0.011216484 1.369253e-04 1.00
#> 493 2.830448400 0.011066043 1.350888e-04 1.00
#> 494 2.842621985 0.010863351 1.326145e-04 1.00
#> 495 2.854795570 0.010661974 1.301561e-04 1.00
#> 496 2.866969154 0.010473688 1.278576e-04 1.00
#> 497 2.879142739 0.010271967 1.253951e-04 1.00
#> 498 2.891316324 0.010031226 1.224563e-04 1.00
#> 499 2.903489909 0.009814483 1.198104e-04 1.00
#> 500 2.915663494 0.009608518 1.172961e-04 1.00
#> 501 2.927837079 0.009405827 1.148217e-04 1.00
#> 502 2.940010664 0.009203136 1.123474e-04 1.00
#> 503 2.952184249 0.009000445 1.098730e-04 1.00
#> 504 2.964357834 0.008797753 1.073987e-04 1.00
#> 505 2.976531419 0.008561800 1.045183e-04 1.00
#> 506 2.988705004 0.008296230 1.012763e-04 1.00
#> 507 3.000878589 0.008012463 9.781222e-05 1.00
#> 508 3.013052174 0.007728695 9.434812e-05 1.00
#> 509 3.025225759 0.007445485 9.089083e-05 1.00
#> 510 3.037399343 0.007171423 8.754522e-05 1.00
#> 511 3.049572928 0.006916787 8.443675e-05 1.00
#> 512 3.061746513 0.006704389 8.184390e-05 1.00
#>
#> $breaks
#> 99% 95% 80% 50% <NA>
#> 0.01530615 0.05805020 0.16091658 0.32383967 Inf
#>
#> $data
#> x hdr_membership
#> 1 -0.602216113 0.50
#> 2 -0.338709191 0.50
#> 3 1.226772110 0.80
#> 4 0.334288110 0.50
#> 5 0.761877096 0.50
#> 6 -0.568453752 0.50
#> 7 0.423414038 0.50
#> 8 0.332962513 0.50
#> 9 0.089676149 0.50
#> 10 0.625660149 0.50
#> 11 1.702687540 0.95
#> 12 -0.034512401 0.50
#> 13 -0.210885488 0.50
#> 14 0.350914706 0.50
#> 15 -1.064561751 0.80
#> 16 -1.356799706 0.95
#> 17 -0.498197337 0.50
#> 18 1.655941942 0.95
#> 19 -1.332156297 0.95
#> 20 -0.967646499 0.80
#> 21 0.740646048 0.50
#> 22 0.696868325 0.50
#> 23 1.140859597 0.80
#> 24 1.100730677 0.80
#> 25 0.822007066 0.80
#> 26 0.935612496 0.80
#> 27 0.420749820 0.50
#> 28 0.724489028 0.50
#> 29 0.494393490 0.50
#> 30 -0.424496686 0.50
#> 31 0.619843827 0.50
#> 32 0.323821211 0.50
#> 33 0.114981483 0.50
#> 34 0.247721614 0.50
#> 35 -1.985929929 0.95
#> 36 -0.178711534 0.50
#> 37 0.809359196 0.80
#> 38 -0.851683991 0.80
#> 39 0.327138280 0.50
#> 40 -0.272337584 0.50
#> 41 0.169347121 0.50
#> 42 0.308347061 0.50
#> 43 -0.516806682 0.50
#> 44 0.523434849 0.50
#> 45 2.089594708 0.99
#> 46 -1.121039186 0.80
#> 47 -1.243454969 0.80
#> 48 0.172970474 0.50
#> 49 -0.289282079 0.50
#> 50 -0.415902662 0.50
#> 51 0.456682882 0.50
#> 52 0.750154150 0.50
#> 53 2.223943019 0.99
#> 54 -0.568001579 0.50
#> 55 -1.995973051 0.95
#> 56 1.918095747 0.95
#> 57 0.706507492 0.50
#> 58 -0.719960358 0.80
#> 59 0.206044265 0.50
#> 60 0.179203353 0.50
#> 61 -0.667290036 0.80
#> 62 0.380219987 0.50
#> 63 0.481039503 0.50
#> 64 -0.635604891 0.80
#> 65 -0.618156472 0.80
#> 66 0.839181001 0.80
#> 67 0.099824615 0.50
#> 68 -0.011685890 0.50
#> 69 -0.476731496 0.50
#> 70 -0.377139215 0.50
#> 71 -0.423271775 0.50
#> 72 0.694610201 0.50
#> 73 0.106803398 0.50
#> 74 -0.259789097 0.50
#> 75 -0.098886925 0.50
#> 76 0.589788477 0.50
#> 77 -0.872461006 0.80
#> 78 1.098386189 0.80
#> 79 0.339904714 0.50
#> 80 1.949384618 0.95
#> 81 -0.030791065 0.50
#> 82 0.668540427 0.50
#> 83 0.469278219 0.50
#> 84 -1.779308667 0.95
#> 85 -0.755696634 0.80
#> 86 2.313280971 0.99
#> 87 0.994795742 0.80
#> 88 0.974283608 0.80
#> 89 -0.202044621 0.50
#> 90 0.412384853 0.50
#> 91 2.525788240 0.99
#> 92 0.625596118 0.50
#> 93 0.200721163 0.50
#> 94 2.102669700 0.99
#> 95 1.838785811 0.95
#> 96 -0.232408581 0.50
#> 97 0.166933472 0.50
#> 98 0.085334603 0.50
#> 99 1.238581742 0.80
#> 100 2.249109114 0.99
#> 101 1.503415990 0.95
#> 102 0.923455202 0.80
#> 103 -0.180091019 0.50
#> 104 -1.054809238 0.80
#> 105 0.443020989 0.50
#> 106 -0.984602420 0.80
#> 107 0.435749273 0.50
#> 108 -0.271076116 0.50
#> 109 -1.227144760 0.80
#> 110 0.339779927 0.50
#> 111 0.221011435 0.50
#> 112 -1.361336672 0.95
#> 113 -0.670943187 0.80
#> 114 0.856763638 0.80
#> 115 -1.963762222 0.95
#> 116 -0.265857718 0.50
#> 117 1.528158639 0.95
#> 118 0.342514369 0.50
#> 119 -1.260138368 0.80
#> 120 0.582139167 0.50
#> 121 1.270729416 0.80
#> 122 -0.454899376 0.50
#> 123 0.531754028 0.50
#> 124 0.493247862 0.50
#> 125 -0.546501545 0.50
#> 126 0.523577956 0.50
#> 127 0.462387864 0.50
#> 128 0.038504163 0.50
#> 129 -0.306819663 0.50
#> 130 0.400121896 0.50
#> 131 -0.223377312 0.50
#> 132 0.566670506 0.50
#> 133 0.655064148 0.50
#> 134 -0.594123896 0.50
#> 135 0.441065268 0.50
#> 136 -0.026456338 0.50
#> 137 0.175207166 0.50
#> 138 -2.252001286 0.99
#> 139 0.659889664 0.50
#> 140 0.884542025 0.80
#> 141 -0.277163787 0.50
#> 142 0.082726383 0.50
#> 143 0.745151861 0.50
#> 144 -2.455381951 0.99
#> 145 -0.565088666 0.50
#> 146 -0.676556307 0.80
#> 147 1.680233211 0.95
#> 148 0.070870580 0.50
#> 149 0.061847314 0.50
#> 150 -0.852385597 0.80
#> 151 -1.152621694 0.80
#> 152 -0.195477720 0.50
#> 153 0.879703582 0.80
#> 154 -0.200161217 0.50
#> 155 -0.432475696 0.50
#> 156 0.175992074 0.50
#> 157 -0.374598714 0.50
#> 158 1.147755140 0.80
#> 159 0.711427127 0.50
#> 160 -0.087756172 0.50
#> 161 -0.231401861 0.50
#> 162 -0.004477074 0.50
#> 163 -2.191144374 0.99
#> 164 1.104963716 0.80
#> 165 -0.139853984 0.50
#> 166 0.309426950 0.50
#> 167 -1.111371407 0.80
#> 168 -0.109162623 0.50
#> 169 0.450606156 0.50
#> 170 -0.412616969 0.50
#> 171 -0.491534188 0.50
#> 172 1.821545532 0.95
#> 173 -3.158955384 1.00
#> 174 -1.202535352 0.80
#> 175 -0.613722098 0.80
#> 176 0.713307903 0.50
#> 177 0.563375158 0.50
#> 178 1.259908296 0.80
#> 179 -0.262639249 0.50
#> 180 -1.737497059 0.95
#> 181 -0.098312946 0.50
#> 182 -0.635047520 0.80
#> 183 0.401998420 0.50
#> 184 -0.483294785 0.50
#> 185 0.741110348 0.50
#> 186 -0.204647233 0.50
#> 187 1.749601760 0.95
#> 188 1.005271492 0.80
#> 189 -0.781282972 0.80
#> 190 0.093898824 0.50
#> 191 -0.968130555 0.80
#> 192 -0.338278579 0.50
#> 193 0.742452339 0.50
#> 194 0.047480556 0.50
#> 195 -1.567483515 0.95
#> 196 0.309646175 0.50
#> 197 0.751353522 0.50
#> 198 0.365669044 0.50
#> 199 -0.729297726 0.80
#> 200 -0.345849536 0.50
#> 201 0.835911973 0.80
#> 202 0.309470353 0.50
#> 203 0.150424561 0.50
#> 204 0.413237962 0.50
#> 205 -0.183183576 0.50
#> 206 -1.373881344 0.95
#> 207 -1.216884190 0.80
#> 208 -1.363074712 0.95
#> 209 -1.213444119 0.80
#> 210 -0.251525841 0.50
#> 211 -0.997307436 0.80
#> 212 -0.283355951 0.50
#> 213 1.320208066 0.80
#> 214 1.262536629 0.80
#> 215 0.209822676 0.50
#> 216 1.780085994 0.95
#> 217 -0.444536293 0.50
#> 218 0.578169835 0.50
#> 219 -0.562920028 0.50
#> 220 0.601131164 0.50
#> 221 -1.909104134 0.95
#> 222 -0.509767935 0.50
#> 223 -1.760801102 0.95
#> 224 -2.661314278 1.00
#> 225 2.196619563 0.99
#> 226 0.471259861 0.50
#> 227 1.207315494 0.80
#> 228 1.094050883 0.80
#> 229 -0.170742435 0.50
#> 230 1.994185407 0.95
#> 231 0.124349643 0.50
#> 232 -0.888382627 0.80
#> 233 -0.258913786 0.50
#> 234 0.636534756 0.50
#> 235 -0.879010040 0.80
#> 236 -0.251995699 0.50
#> 237 -0.052182517 0.50
#> 238 -0.069522113 0.50
#> 239 -1.762501300 0.95
#> 240 -1.519593732 0.95
#> 241 1.087085145 0.80
#> 242 0.641578804 0.50
#> 243 -1.332266055 0.95
#> 244 -1.754802135 0.95
#> 245 0.665588633 0.50
#> 246 0.117517585 0.50
#> 247 0.729600679 0.50
#> 248 -2.628872132 0.99
#> 249 0.110068988 0.50
#> 250 -0.488635900 0.50
#> 251 -0.893599002 0.80
#> 252 0.334223998 0.50
#> 253 -0.540849311 0.50
#> 254 0.538231266 0.50
#> 255 1.332344144 0.80
#> 256 0.665458668 0.50
#> 257 1.023956243 0.80
#> 258 0.272757735 0.50
#> 259 0.144933376 0.50
#> 260 1.777561026 0.95
#> 261 -1.298861569 0.95
#> 262 0.105988822 0.50
#> 263 0.429527218 0.50
#> 264 2.347663472 0.99
#> 265 -0.028667828 0.50
#> 266 1.683272410 0.95
#> 267 0.110382287 0.50
#> 268 0.844665380 0.80
#> 269 -0.442510924 0.50
#> 270 0.075934256 0.50
#> 271 -0.989288584 0.80
#> 272 2.141403248 0.99
#> 273 -2.150684667 0.99
#> 274 -1.064206619 0.80
#> 275 0.960256918 0.80
#> 276 -0.591539021 0.50
#> 277 0.971401888 0.80
#> 278 -1.597636196 0.95
#> 279 1.252784149 0.80
#> 280 -0.487583326 0.50
#> 281 -0.043071008 0.50
#> 282 -1.489490970 0.95
#> 283 0.770885593 0.80
#> 284 -0.972739436 0.80
#> 285 -0.750480825 0.80
#> 286 -0.169340601 0.50
#> 287 -1.893906509 0.95
#> 288 1.221811791 0.80
#> 289 1.091926310 0.80
#> 290 1.446027700 0.95
#> 291 -0.447708688 0.50
#> 292 -0.314489328 0.50
#> 293 -0.085312495 0.50
#> 294 -0.341253984 0.50
#> 295 2.191315516 0.99
#> 296 0.849848597 0.80
#> 297 0.145332688 0.50
#> 298 0.923074109 0.80
#> 299 -0.156852809 0.50
#> 300 0.020027678 0.50
#> 301 -0.776767242 0.80
#> 302 -0.246659597 0.50
#> 303 -1.074686209 0.80
#> 304 1.230761364 0.80
#> 305 0.537335653 0.50
#> 306 -0.689363702 0.80
#> 307 0.185291918 0.50
#> 308 -2.741432406 1.00
#> 309 0.118360959 0.50
#> 310 -1.002949766 0.80
#> 311 2.206591398 0.99
#> 312 -1.958032804 0.95
#> 313 2.021697943 0.99
#> 314 -0.124602271 0.50
#> 315 0.749494576 0.50
#> 316 1.070903024 0.80
#> 317 -1.880700607 0.95
#> 318 0.703783757 0.50
#> 319 -1.110534259 0.80
#> 320 0.251649641 0.50
#> 321 0.678399969 0.50
#> 322 -0.524572055 0.50
#> 323 0.659921275 0.50
#> 324 0.776822491 0.80
#> 325 -0.793181841 0.80
#> 326 0.163035836 0.50
#> 327 -1.922504594 0.95
#> 328 1.268607800 0.80
#> 329 1.235179825 0.80
#> 330 0.991799837 0.80
#> 331 -1.044041186 0.80
#> 332 -0.916880779 0.80
#> 333 -0.430465656 0.50
#> 334 1.374944603 0.80
#> 335 1.424923659 0.95
#> 336 -1.372072201 0.95
#> 337 -0.144613797 0.50
#> 338 -0.251349005 0.50
#> 339 -0.677888034 0.80
#> 340 -0.661468603 0.80
#> 341 0.083457214 0.50
#> 342 -0.701873916 0.80
#> 343 -0.713496422 0.80
#> 344 -0.480848356 0.50
#> 345 0.640572910 0.50
#> 346 -1.496385188 0.95
#> 347 -1.077446930 0.80
#> 348 0.360784878 0.50
#> 349 2.824986653 1.00
#> 350 -0.708037154 0.80
#> 351 0.652123152 0.50
#> 352 -0.816650512 0.80
#> 353 0.130480117 0.50
#> 354 -0.930436752 0.80
#> 355 -0.774787123 0.80
#> 356 -1.708677599 0.95
#> 357 -0.889666527 0.80
#> 358 -1.386996942 0.95
#> 359 -0.250473815 0.50
#> 360 0.258574963 0.50
#> 361 -1.014462056 0.80
#> 362 -0.402722383 0.50
#> 363 -0.838280312 0.80
#> 364 1.220394184 0.80
#> 365 -0.635232694 0.80
#> 366 0.775943258 0.80
#> 367 -0.062462426 0.50
#> 368 0.562716792 0.50
#> 369 0.414049100 0.50
#> 370 0.884822114 0.80
#> 371 -0.619196885 0.80
#> 372 -1.081652545 0.80
#> 373 1.071393412 0.80
#> 374 -1.454999611 0.95
#> 375 1.570032552 0.95
#> 376 -1.694650826 0.95
#> 377 0.416952609 0.50
#> 378 1.859221949 0.95
#> 379 0.183864210 0.50
#> 380 0.464694660 0.50
#> 381 1.345468324 0.80
#> 382 0.560207665 0.50
#> 383 -0.411583433 0.50
#> 384 0.216936092 0.50
#> 385 -0.171921638 0.50
#> 386 -0.625834766 0.80
#> 387 -0.082275935 0.50
#> 388 -0.334088960 0.50
#> 389 0.327276240 0.50
#> 390 -0.674239480 0.80
#> 391 0.805865284 0.80
#> 392 0.515081919 0.50
#> 393 -0.352486943 0.50
#> 394 1.300709967 0.80
#> 395 1.029750364 0.80
#> 396 -1.699328316 0.95
#> 397 1.409412626 0.95
#> 398 -0.587208331 0.50
#> 399 -0.679701206 0.80
#> 400 0.503319512 0.50
#> 401 -2.113227657 0.99
#> 402 0.557676604 0.50
#> 403 -0.341266620 0.50
#> 404 -0.023849040 0.50
#> 405 1.037623488 0.80
#> 406 -1.871895290 0.95
#> 407 0.059390722 0.50
#> 408 1.146180262 0.80
#> 409 1.350795333 0.80
#> 410 -0.945639521 0.80
#> 411 1.028581383 0.80
#> 412 1.297176120 0.80
#> 413 0.322759692 0.50
#> 414 -0.277446801 0.50
#> 415 -0.490609109 0.50
#> 416 -1.406740271 0.95
#> 417 -0.431419764 0.50
#> 418 -1.108657062 0.80
#> 419 0.371114970 0.50
#> 420 0.056626191 0.50
#> 421 -0.632199019 0.80
#> 422 -0.636315559 0.80
#> 423 -1.193639358 0.80
#> 424 -0.483016367 0.50
#> 425 -0.756376377 0.80
#> 426 -1.007056105 0.80
#> 427 0.042783545 0.50
#> 428 -2.247462930 0.99
#> 429 1.631342230 0.95
#> 430 -0.120740785 0.50
#> 431 1.212464840 0.80
#> 432 0.524708598 0.50
#> 433 0.007799252 0.50
#> 434 2.974269599 1.00
#> 435 -1.379173889 0.95
#> 436 -0.223567591 0.50
#> 437 0.603368006 0.50
#> 438 1.123122168 0.80
#> 439 -0.824082677 0.80
#> 440 0.277908023 0.50
#> 441 -0.062248125 0.50
#> 442 1.797617096 0.95
#> 443 0.235073437 0.50
#> 444 0.467710600 0.50
#> 445 0.484551498 0.50
#> 446 -0.290953541 0.50
#> 447 0.870964370 0.80
#> 448 1.517669640 0.95
#> 449 -0.180066516 0.50
#> 450 1.255944096 0.80
#> 451 -1.260542120 0.80
#> 452 -0.712089718 0.80
#> 453 -1.232629625 0.80
#> 454 -0.486802946 0.50
#> 455 -2.413330062 0.99
#> 456 -0.624527209 0.80
#> 457 1.361343027 0.80
#> 458 0.352886194 0.50
#> 459 -0.454036341 0.50
#> 460 1.373034509 0.80
#> 461 -0.175679949 0.50
#> 462 -1.139703543 0.80
#> 463 -0.350112691 0.50
#> 464 0.026382198 0.50
#> 465 -1.192450376 0.80
#> 466 -0.920824980 0.80
#> 467 0.682399942 0.50
#> 468 0.073390605 0.50
#> 469 0.229987177 0.50
#> 470 0.666011871 0.50
#> 471 1.907763470 0.95
#> 472 1.468695070 0.95
#> 473 -0.648920723 0.80
#> 474 0.316185505 0.50
#> 475 -1.161257897 0.80
#> 476 0.896410988 0.80
#> 477 -0.564532796 0.50
#> 478 -0.251613005 0.50
#> 479 -2.137730590 0.99
#> 480 1.433850612 0.95
#> 481 -0.942047608 0.80
#> 482 0.971991964 0.80
#> 483 -0.458767619 0.50
#> 484 1.713087434 0.95
#> 485 0.884074355 0.80
#> 486 -0.009923601 0.50
#> 487 0.767196015 0.80
#> 488 0.288153614 0.50
#> 489 0.610690353 0.50
#> 490 -0.464659848 0.50
#> 491 0.646781950 0.50
#> 492 -0.433676759 0.50
#> 493 -0.004329832 0.50
#> 494 0.549571783 0.50
#> 495 1.307202411 0.80
#> 496 0.039095829 0.50
#> 497 -0.759556727 0.80
#> 498 2.040334426 0.99
#> 499 -2.032823697 0.95
#> 500 0.458055415 0.50
#> 501 0.648519170 0.50
#> 502 -1.347543013 0.95
#> 503 0.636985932 0.50
#> 504 0.751182588 0.50
#> 505 -0.004861432 0.50
#> 506 0.472768773 0.50
#> 507 0.567634459 0.50
#> 508 1.310332280 0.80
#> 509 -0.428315945 0.50
#> 510 -0.674283164 0.80
#> 511 0.768743046 0.80
#> 512 0.072981580 0.50
#> 513 -0.863525025 0.80
#> 514 0.618255708 0.50
#> 515 0.465928568 0.50
#> 516 -0.195425091 0.50
#> 517 0.121035574 0.50
#> 518 -0.044584438 0.50
#> 519 -3.039541643 1.00
#> 520 -3.100392308 1.00
#> 521 -0.502882684 0.50
#> 522 -1.202090133 0.80
#> 523 -1.974594308 0.95
#> 524 -0.909222732 0.80
#> 525 -0.518414263 0.50
#> 526 0.016810730 0.50
#> 527 0.908216187 0.80
#> 528 1.337920734 0.80
#> 529 -0.445939580 0.50
#> 530 -1.016595787 0.80
#> 531 -1.844391508 0.95
#> 532 -0.096498696 0.50
#> 533 0.204620842 0.50
#> 534 -1.498678780 0.95
#> 535 1.702669392 0.95
#> 536 -0.442471466 0.50
#> 537 -1.666172000 0.95
#> 538 -0.712416085 0.80
#> 539 -0.255326832 0.50
#> 540 1.598468236 0.95
#> 541 -1.169508874 0.80
#> 542 0.155763185 0.50
#> 543 -1.371862488 0.95
#> 544 0.411087693 0.50
#> 545 0.900506977 0.80
#> 546 0.379345292 0.50
#> 547 0.366429999 0.50
#> 548 -0.473445602 0.50
#> 549 -0.132743606 0.50
#> 550 -1.644155971 0.95
#> 551 -1.036891858 0.80
#> 552 0.575880616 0.50
#> 553 2.569237618 0.99
#> 554 -0.058986556 0.50
#> 555 -0.428399593 0.50
#> 556 1.776041059 0.95
#> 557 -0.720306106 0.80
#> 558 -0.210003776 0.50
#> 559 0.550148277 0.50
#> 560 -0.907797751 0.80
#> 561 -1.800683387 0.95
#> 562 -0.863067926 0.80
#> 563 -0.735606720 0.80
#> 564 0.249935173 0.50
#> 565 0.848048891 0.80
#> 566 0.914050836 0.80
#> 567 -0.734937944 0.80
#> 568 0.370829795 0.50
#> 569 -0.637289248 0.80
#> 570 -0.392991187 0.50
#> 571 -1.045480316 0.80
#> 572 -1.475609678 0.95
#> 573 0.157934204 0.50
#> 574 0.739738717 0.50
#> 575 -0.455455445 0.50
#> 576 -0.441138381 0.50
#> 577 -0.667205105 0.80
#> 578 -2.533942555 0.99
#> 579 0.951310291 0.80
#> 580 1.279827778 0.80
#> 581 -1.387830129 0.95
#> 582 -1.855237261 0.95
#> 583 -1.085357678 0.80
#> 584 0.729833404 0.50
#> 585 0.714555304 0.50
#> 586 -0.489332024 0.50
#> 587 -0.003454645 0.50
#> 588 -1.764701328 0.95
#> 589 -0.032156394 0.50
#> 590 1.584821475 0.95
#> 591 0.072670483 0.50
#> 592 -2.156637207 0.99
#> 593 1.566776153 0.95
#> 594 -0.016128267 0.50
#> 595 1.118630008 0.80
#> 596 -0.197414058 0.50
#> 597 -1.200165248 0.80
#> 598 -1.021734575 0.80
#> 599 -1.857163051 0.95
#> 600 0.680030643 0.50
#> 601 0.770791375 0.80
#> 602 -1.858008963 0.95
#> 603 -0.751332301 0.80
#> 604 0.215683684 0.50
#> 605 1.173373150 0.80
#> 606 0.766025517 0.50
#> 607 1.175001806 0.80
#> 608 1.019800566 0.80
#> 609 -0.668507229 0.80
#> 610 0.407349456 0.50
#> 611 1.156791046 0.80
#> 612 -1.304424046 0.95
#> 613 -0.764410492 0.80
#> 614 0.060813908 0.50
#> 615 1.713406586 0.95
#> 616 -0.445477380 0.50
#> 617 0.773010589 0.80
#> 618 0.707787305 0.50
#> 619 -0.144943886 0.50
#> 620 -0.776149433 0.80
#> 621 -1.746007623 0.95
#> 622 -1.120016276 0.80
#> 623 0.313819327 0.50
#> 624 0.869475464 0.80
#> 625 0.425690128 0.50
#> 626 -0.220861574 0.50
#> 627 0.481519728 0.50
#> 628 -0.496337560 0.50
#> 629 -0.155965271 0.50
#> 630 1.450820220 0.95
#> 631 -0.165608878 0.50
#> 632 -0.254883980 0.50
#> 633 2.872658791 1.00
#> 634 0.629448684 0.50
#> 635 -1.061706525 0.80
#> 636 -0.772913236 0.80
#> 637 1.645395476 0.95
#> 638 0.332998844 0.50
#> 639 -0.068145745 0.50
#> 640 -1.387740102 0.95
#> 641 -0.172162177 0.50
#> 642 1.192749036 0.80
#> 643 -0.471200237 0.50
#> 644 -1.338104536 0.95
#> 645 0.602003219 0.50
#> 646 0.084454955 0.50
#> 647 0.061709777 0.50
#> 648 -0.522864581 0.50
#> 649 -0.831406173 0.80
#> 650 0.360714381 0.50
#> 651 0.598918195 0.50
#> 652 0.998370788 0.80
#> 653 -0.885618462 0.80
#> 654 0.443333035 0.50
#> 655 -0.293445322 0.50
#> 656 1.669156235 0.95
#> 657 -0.342625551 0.50
#> 658 1.744935440 0.95
#> 659 0.092757098 0.50
#> 660 0.470884348 0.50
#> 661 -0.242727398 0.50
#> 662 -0.612489928 0.80
#> 663 0.758154886 0.50
#> 664 -0.548272798 0.50
#> 665 -0.132635434 0.50
#> 666 -1.180804578 0.80
#> 667 0.836736738 0.80
#> 668 -1.647057468 0.95
#> 669 0.120366493 0.50
#> 670 1.451984243 0.95
#> 671 1.996030200 0.95
#> 672 -1.337009987 0.95
#> 673 -0.183106095 0.50
#> 674 1.447957923 0.95
#> 675 -0.559580920 0.50
#> 676 -1.117975740 0.80
#> 677 -0.432000473 0.50
#> 678 0.836001562 0.80
#> 679 -0.256343676 0.50
#> 680 0.461089421 0.50
#> 681 1.045355939 0.80
#> 682 0.321690234 0.50
#> 683 0.964604123 0.80
#> 684 -0.985597708 0.80
#> 685 0.317859425 0.50
#> 686 0.173288802 0.50
#> 687 1.395320568 0.95
#> 688 -1.356947845 0.95
#> 689 1.581624406 0.95
#> 690 -1.112123244 0.80
#> 691 1.205426459 0.80
#> 692 1.889541008 0.95
#> 693 1.791671963 0.95
#> 694 0.833490913 0.80
#> 695 -1.578919581 0.95
#> 696 -0.110056007 0.50
#> 697 -0.748655444 0.80
#> 698 -0.544943805 0.50
#> 699 -0.120573912 0.50
#> 700 0.287622489 0.50
#> 701 -0.824094568 0.80
#> 702 0.041858430 0.50
#> 703 1.333396051 0.80
#> 704 -0.047009640 0.50
#> 705 0.432370690 0.50
#> 706 2.500063211 0.99
#> 707 -0.183907203 0.50
#> 708 0.281182751 0.50
#> 709 0.604561084 0.50
#> 710 0.546876807 0.50
#> 711 -1.620090008 0.95
#> 712 -0.156941806 0.50
#> 713 -0.955639425 0.80
#> 714 -0.461947562 0.50
#> 715 0.124639609 0.50
#> 716 0.150746396 0.50
#> 717 0.819652700 0.80
#> 718 -1.965726993 0.95
#> 719 -0.306302106 0.50
#> 720 1.031252557 0.80
#> 721 0.041843716 0.50
#> 722 0.094618121 0.50
#> 723 0.360495353 0.50
#> 724 1.309602071 0.80
#> 725 -0.277088478 0.50
#> 726 0.708360425 0.50
#> 727 -0.405559015 0.50
#> 728 0.419797927 0.50
#> 729 0.853450921 0.80
#> 730 -1.068029385 0.80
#> 731 -0.331822443 0.50
#> 732 -0.077926485 0.50
#> 733 0.413714778 0.50
#> 734 1.388256241 0.95
#> 735 -0.596102642 0.50
#> 736 0.433838956 0.50
#> 737 -0.861211128 0.80
#> 738 -0.640940428 0.80
#> 739 -1.518115998 0.95
#> 740 0.694261989 0.50
#> 741 1.674906764 0.95
#> 742 -0.202031656 0.50
#> 743 -1.506430842 0.95
#> 744 0.555423232 0.50
#> 745 2.127432151 0.99
#> 746 -0.384679246 0.50
#> 747 0.040681881 0.50
#> 748 -1.168033778 0.80
#> 749 -0.298615535 0.50
#> 750 -0.103267225 0.50
#> 751 -0.330828491 0.50
#> 752 -0.735212133 0.80
#> 753 0.792280595 0.80
#> 754 2.091687018 0.99
#> 755 -0.477790796 0.50
#> 756 -0.520184723 0.50
#> 757 -1.937990984 0.95
#> 758 -0.564537776 0.50
#> 759 0.593969559 0.50
#> 760 -1.572650483 0.95
#> 761 1.265834889 0.80
#> 762 -0.506128007 0.50
#> 763 0.495371701 0.50
#> 764 -2.255920263 0.99
#> 765 0.900330728 0.80
#> 766 0.170649945 0.50
#> 767 -0.583143301 0.50
#> 768 0.993128571 0.80
#> 769 0.791905138 0.80
#> 770 1.139314751 0.80
#> 771 -0.548258048 0.50
#> 772 0.042860386 0.50
#> 773 0.381692098 0.50
#> 774 0.066954600 0.50
#> 775 1.097976942 0.80
#> 776 0.692555761 0.50
#> 777 -0.989676040 0.80
#> 778 0.504709944 0.50
#> 779 -0.210629524 0.50
#> 780 -1.406886970 0.95
#> 781 -1.335013878 0.95
#> 782 1.472166534 0.95
#> 783 1.495703378 0.95
#> 784 1.449027039 0.95
#> 785 -1.625925549 0.95
#> 786 -0.942331083 0.80
#> 787 0.968627555 0.80
#> 788 1.623886852 0.95
#> 789 -0.170044725 0.50
#> 790 -0.621442307 0.80
#> 791 0.401176459 0.50
#> 792 -0.734868688 0.80
#> 793 0.554033127 0.50
#> 794 -0.716546210 0.80
#> 795 1.308709316 0.80
#> 796 -1.512494327 0.95
#> 797 0.624238642 0.50
#> 798 0.778486799 0.80
#> 799 0.566358221 0.50
#> 800 -1.588576079 0.95
#> 801 1.107737597 0.80
#> 802 -1.024794495 0.80
#> 803 2.783065885 1.00
#> 804 0.244461097 0.50
#> 805 -1.156741600 0.80
#> 806 -2.302902958 0.99
#> 807 -0.605792599 0.50
#> 808 0.954607063 0.80
#> 809 0.916939936 0.80
#> 810 -0.714953900 0.80
#> 811 0.545050387 0.50
#> 812 -2.490112201 0.99
#> 813 -0.583328269 0.50
#> 814 0.576572787 0.50
#> 815 1.030655192 0.80
#> 816 -0.228510105 0.50
#> 817 1.110892632 0.80
#> 818 -1.509063971 0.95
#> 819 -0.179533185 0.50
#> 820 0.574071075 0.50
#> 821 0.616291027 0.50
#> 822 0.020968068 0.50
#> 823 3.061746513 1.00
#> 824 0.601789611 0.50
#> 825 -0.183980482 0.50
#> 826 0.566555652 0.50
#> 827 -1.021791931 0.80
#> 828 -0.915349445 0.80
#> 829 0.705994718 0.50
#> 830 0.921845675 0.80
#> 831 0.923458052 0.80
#> 832 -0.779791392 0.80
#> 833 -1.053661241 0.80
#> 834 -0.306317448 0.50
#> 835 -0.060713452 0.50
#> 836 -0.881632304 0.80
#> 837 -0.311448290 0.50
#> 838 0.426923770 0.50
#> 839 -0.051273603 0.50
#> 840 -0.149165454 0.50
#> 841 -1.891050896 0.95
#> 842 1.116834381 0.80
#> 843 0.286379033 0.50
#> 844 0.319585131 0.50
#> 845 0.204820532 0.50
#> 846 0.186988885 0.50
#> 847 0.653225537 0.50
#> 848 0.408998007 0.50
#> 849 0.165922665 0.50
#> 850 1.758519682 0.95
#> 851 1.258700417 0.80
#> 852 0.402112883 0.50
#> 853 -0.286171517 0.50
#> 854 0.664988232 0.50
#> 855 -0.149883823 0.50
#> 856 -0.556969810 0.50
#> 857 0.661320335 0.50
#> 858 0.705568734 0.50
#> 859 -1.662678685 0.95
#> 860 0.622371915 0.50
#> 861 1.055580666 0.80
#> 862 -0.504535124 0.50
#> 863 0.681782516 0.50
#> 864 1.148463136 0.80
#> 865 -0.332251847 0.50
#> 866 -1.277033382 0.95
#> 867 -0.157538824 0.50
#> 868 -1.563185104 0.95
#> 869 -0.381397160 0.50
#> 870 0.766339960 0.50
#> 871 1.268429690 0.80
#> 872 -0.276374365 0.50
#> 873 1.483101021 0.95
#> 874 -0.997775787 0.80
#> 875 2.112287645 0.99
#> 876 -0.613698793 0.80
#> 877 -0.124004617 0.50
#> 878 1.297085276 0.80
#> 879 -0.398138038 0.50
#> 880 -0.524379534 0.50
#> 881 -0.594767042 0.50
#> 882 -1.143571915 0.80
#> 883 0.542531096 0.50
#> 884 0.200800808 0.50
#> 885 1.421076870 0.95
#> 886 2.133968518 0.99
#> 887 -0.323552020 0.50
#> 888 -3.036051121 1.00
#> 889 1.185929079 0.80
#> 890 -0.180801900 0.50
#> 891 0.804234470 0.80
#> 892 -0.395179527 0.50
#> 893 -2.226174494 0.99
#> 894 -1.386617686 0.95
#> 895 -1.694845025 0.95
#> 896 -0.078393081 0.50
#> 897 -0.376740593 0.50
#> 898 0.508758270 0.50
#> 899 -0.279220368 0.50
#> 900 -0.631174737 0.80
#> 901 1.362302383 0.80
#> 902 -0.743421346 0.80
#> 903 0.703745184 0.50
#> 904 0.770137332 0.80
#> 905 -0.902974899 0.80
#> 906 0.702146598 0.50
#> 907 -1.190536203 0.80
#> 908 0.498885075 0.50
#> 909 0.274054841 0.50
#> 910 -1.525054835 0.95
#> 911 -0.530871644 0.50
#> 912 0.182052776 0.50
#> 913 -0.601726904 0.50
#> 914 1.545593972 0.95
#> 915 -0.404381611 0.50
#> 916 1.346277361 0.80
#> 917 0.782829520 0.80
#> 918 -0.201887045 0.50
#> 919 1.153563896 0.80
#> 920 -0.714202829 0.80
#> 921 1.023452134 0.80
#> 922 0.135823091 0.50
#> 923 0.067808780 0.50
#> 924 -0.129433671 0.50
#> 925 -1.198226331 0.80
#> 926 0.986712550 0.80
#> 927 0.910881264 0.80
#> 928 0.651472708 0.50
#> 929 0.689809937 0.50
#> 930 0.384724374 0.50
#> 931 -1.499130237 0.95
#> 932 1.717619866 0.95
#> 933 -0.228895847 0.50
#> 934 1.111846074 0.80
#> 935 -0.663401342 0.80
#> 936 -0.908192188 0.80
#> 937 -1.113031445 0.80
#> 938 -0.055357877 0.50
#> 939 -0.845428348 0.80
#> 940 0.954445054 0.80
#> 941 0.269200325 0.50
#> 942 0.423736162 0.50
#> 943 -1.217291153 0.80
#> 944 0.048050283 0.50
#> 945 0.229278812 0.50
#> 946 2.492002245 0.99
#> 947 0.391217022 0.50
#> 948 0.502477260 0.50
#> 949 -0.640176046 0.80
#> 950 0.329530676 0.50
#> 951 -1.369959506 0.95
#> 952 0.485149851 0.50
#> 953 0.406898930 0.50
#> 954 0.074734106 0.50
#> 955 0.318120883 0.50
#> 956 0.215311249 0.50
#> 957 0.965320499 0.80
#> 958 0.018265066 0.50
#> 959 0.188006768 0.50
#> 960 0.546075478 0.50
#> 961 -0.102161086 0.50
#> 962 0.408139068 0.50
#> 963 0.495936710 0.50
#> 964 0.081752439 0.50
#> 965 -0.249917929 0.50
#> 966 0.365078258 0.50
#> 967 -0.682098355 0.80
#> 968 -0.984612177 0.80
#> 969 -0.268844164 0.50
#> 970 1.036990940 0.80
#> 971 -1.596663589 0.95
#> 972 1.700348772 0.95
#> 973 -0.955174928 0.80
#> 974 -1.541285005 0.95
#> 975 -0.551453779 0.50
#> 976 -1.482405745 0.95
#> 977 -0.184717448 0.50
#> 978 1.481091709 0.95
#> 979 1.516219990 0.95
#> 980 0.316312614 0.50
#> 981 1.331332185 0.80
#> 982 -0.211245980 0.50
#> 983 0.398237175 0.50
#> 984 0.118843987 0.50
#> 985 0.703478750 0.50
#> 986 -0.654110333 0.80
#> 987 -0.715826490 0.80
#> 988 0.694688497 0.50
#> 989 0.408204088 0.50
#> 990 0.116200142 0.50
#> 991 0.248145718 0.50
#> 992 2.006336840 0.95
#> 993 1.077941568 0.80
#> 994 -2.021340948 0.95
#> 995 -0.966362519 0.80
#> 996 0.651968776 0.50
#> 997 -0.456597855 0.50
#> 998 -0.228207545 0.50
#> 999 0.688763108 0.50
#> 1000 -0.214290245 0.50
#>
# Estimate different HDRs with `probs`
get_hdr_1d(x, method = method_kde_1d(), probs = c(.975, .6, .2))
#> $df_est
#> x fhat fhat_discretized hdr
#> 1 -3.158955384 0.007234718 8.831908e-05 1.000
#> 2 -3.146781799 0.007421808 9.060301e-05 1.000
#> 3 -3.134608215 0.007598888 9.276475e-05 1.000
#> 4 -3.122434630 0.007767126 9.481854e-05 1.000
#> 5 -3.110261045 0.007926459 9.676363e-05 1.000
#> 6 -3.098087460 0.008076370 9.859370e-05 1.000
#> 7 -3.085913875 0.008214569 1.002808e-04 1.000
#> 8 -3.073740290 0.008344481 1.018667e-04 1.000
#> 9 -3.061566705 0.008466484 1.033561e-04 1.000
#> 10 -3.049393120 0.008580994 1.047540e-04 1.000
#> 11 -3.037219535 0.008686937 1.060473e-04 1.000
#> 12 -3.025045950 0.008786401 1.072615e-04 1.000
#> 13 -3.012872365 0.008881038 1.084168e-04 1.000
#> 14 -3.000698780 0.008971610 1.095225e-04 1.000
#> 15 -2.988525195 0.009058777 1.105866e-04 1.000
#> 16 -2.976351610 0.009143667 1.116229e-04 1.000
#> 17 -2.964178026 0.009228241 1.126554e-04 1.000
#> 18 -2.952004441 0.009313423 1.136952e-04 1.000
#> 19 -2.939830856 0.009400141 1.147539e-04 1.000
#> 20 -2.927657271 0.009490616 1.158584e-04 1.000
#> 21 -2.915483686 0.009586049 1.170234e-04 1.000
#> 22 -2.903310101 0.009686973 1.182554e-04 1.000
#> 23 -2.891136516 0.009794237 1.195649e-04 1.000
#> 24 -2.878962931 0.009909503 1.209720e-04 1.000
#> 25 -2.866789346 0.010035973 1.225159e-04 1.000
#> 26 -2.854615761 0.010172045 1.241770e-04 1.000
#> 27 -2.842442176 0.010318328 1.259628e-04 1.000
#> 28 -2.830268591 0.010475404 1.278803e-04 1.000
#> 29 -2.818095006 0.010647604 1.299825e-04 1.000
#> 30 -2.805921422 0.010833231 1.322486e-04 1.000
#> 31 -2.793747837 0.011031490 1.346688e-04 1.000
#> 32 -2.781574252 0.011242667 1.372468e-04 1.000
#> 33 -2.769400667 0.011468581 1.400047e-04 1.000
#> 34 -2.757227082 0.011711854 1.429745e-04 1.000
#> 35 -2.745053497 0.011968749 1.461106e-04 1.000
#> 36 -2.732879912 0.012239319 1.494136e-04 1.000
#> 37 -2.720706327 0.012523600 1.528840e-04 1.000
#> 38 -2.708532742 0.012826084 1.565767e-04 1.000
#> 39 -2.696359157 0.013143267 1.604487e-04 1.000
#> 40 -2.684185572 0.013474062 1.644870e-04 1.000
#> 41 -2.672011987 0.013818422 1.686908e-04 1.000
#> 42 -2.659838402 0.014178127 1.730820e-04 1.000
#> 43 -2.647664817 0.014554897 1.776814e-04 1.000
#> 44 -2.635491233 0.014945109 1.824450e-04 1.000
#> 45 -2.623317648 0.015348776 1.873729e-04 1.000
#> 46 -2.611144063 0.015765928 1.924653e-04 1.000
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#> 48 -2.586796893 0.016651383 2.032747e-04 1.000
#> 49 -2.574623308 0.017115327 2.089383e-04 1.000
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#> 117 -1.746819533 0.093015787 1.135506e-03 0.975
#> 118 -1.734645948 0.094490326 1.153507e-03 0.975
#> 119 -1.722472363 0.095974174 1.171621e-03 0.975
#> 120 -1.710298778 0.097466137 1.189835e-03 0.975
#> 121 -1.698125193 0.098966853 1.208155e-03 0.975
#> 122 -1.685951608 0.100476951 1.226590e-03 0.975
#> 123 -1.673778023 0.102000585 1.245190e-03 0.975
#> 124 -1.661604438 0.103536556 1.263941e-03 0.975
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#> 126 -1.637257269 0.106644836 1.301885e-03 0.975
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#> 128 -1.612910099 0.109812732 1.340558e-03 0.975
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#> 132 -1.564215759 0.116339185 1.420231e-03 0.975
#> 133 -1.552042174 0.118015875 1.440699e-03 0.975
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#> 139 -1.479000664 0.128468086 1.568297e-03 0.975
#> 140 -1.466827080 0.130278067 1.590392e-03 0.975
#> 141 -1.454653495 0.132114252 1.612808e-03 0.975
#> 142 -1.442479910 0.133971246 1.635477e-03 0.975
#> 143 -1.430306325 0.135848225 1.658391e-03 0.975
#> 144 -1.418132740 0.137745377 1.681551e-03 0.975
#> 145 -1.405959155 0.139666164 1.704999e-03 0.975
#> 146 -1.393785570 0.141612627 1.728761e-03 0.975
#> 147 -1.381611985 0.143579857 1.752776e-03 0.975
#> 148 -1.369438400 0.145567927 1.777046e-03 0.975
#> 149 -1.357264815 0.147576892 1.801571e-03 0.975
#> 150 -1.345091230 0.149614535 1.826445e-03 0.975
#> 151 -1.332917645 0.151673738 1.851584e-03 0.975
#> 152 -1.320744060 0.153753734 1.876975e-03 0.975
#> 153 -1.308570475 0.155854432 1.902620e-03 0.975
#> 154 -1.296396891 0.157979360 1.928561e-03 0.975
#> 155 -1.284223306 0.160129181 1.954805e-03 0.975
#> 156 -1.272049721 0.162299094 1.981294e-03 0.975
#> 157 -1.259876136 0.164488932 2.008027e-03 0.975
#> 158 -1.247702551 0.166698529 2.035001e-03 0.975
#> 159 -1.235528966 0.168935242 2.062306e-03 0.975
#> 160 -1.223355381 0.171191515 2.089850e-03 0.975
#> 161 -1.211181796 0.173467019 2.117629e-03 0.975
#> 162 -1.199008211 0.175761714 2.145642e-03 0.975
#> 163 -1.186834626 0.178079422 2.173936e-03 0.975
#> 164 -1.174661041 0.180420511 2.202515e-03 0.975
#> 165 -1.162487456 0.182781304 2.231335e-03 0.975
#> 166 -1.150313871 0.185162125 2.260399e-03 0.975
#> 167 -1.138140287 0.187563470 2.289714e-03 0.975
#> 168 -1.125966702 0.189994555 2.319392e-03 0.975
#> 169 -1.113793117 0.192448051 2.349343e-03 0.975
#> 170 -1.101619532 0.194924798 2.379578e-03 0.975
#> 171 -1.089445947 0.197425683 2.410108e-03 0.975
#> 172 -1.077272362 0.199957618 2.441017e-03 0.975
#> 173 -1.065098777 0.202522051 2.472323e-03 0.975
#> 174 -1.052925192 0.205115520 2.503983e-03 0.975
#> 175 -1.040751607 0.207739327 2.536014e-03 0.975
#> 176 -1.028578022 0.210395673 2.568442e-03 0.975
#> 177 -1.016404437 0.213098921 2.601442e-03 0.975
#> 178 -1.004230852 0.215838435 2.634885e-03 0.975
#> 179 -0.992057267 0.218615523 2.668787e-03 0.975
#> 180 -0.979883682 0.221431460 2.703163e-03 0.975
#> 181 -0.967710098 0.224297525 2.738151e-03 0.975
#> 182 -0.955536513 0.227212822 2.773740e-03 0.975
#> 183 -0.943362928 0.230171303 2.809856e-03 0.975
#> 184 -0.931189343 0.233173552 2.846507e-03 0.975
#> 185 -0.919015758 0.236222072 2.883722e-03 0.975
#> 186 -0.906842173 0.239330980 2.921675e-03 0.975
#> 187 -0.894668588 0.242483850 2.960164e-03 0.975
#> 188 -0.882495003 0.245679965 2.999181e-03 0.975
#> 189 -0.870321418 0.248918458 3.038715e-03 0.975
#> 190 -0.858147833 0.252208005 3.078873e-03 0.975
#> 191 -0.845974248 0.255540816 3.119559e-03 0.975
#> 192 -0.833800663 0.258908570 3.160671e-03 0.975
#> 193 -0.821627078 0.262308759 3.202180e-03 0.975
#> 194 -0.809453493 0.265740273 3.244071e-03 0.975
#> 195 -0.797279909 0.269204017 3.286355e-03 0.975
#> 196 -0.785106324 0.272686149 3.328864e-03 0.975
#> 197 -0.772932739 0.276182708 3.371549e-03 0.600
#> 198 -0.760759154 0.279689624 3.414360e-03 0.600
#> 199 -0.748585569 0.283201683 3.457234e-03 0.600
#> 200 -0.736411984 0.286709640 3.500058e-03 0.600
#> 201 -0.724238399 0.290208201 3.542767e-03 0.600
#> 202 -0.712064814 0.293692574 3.585303e-03 0.600
#> 203 -0.699891229 0.297155579 3.627578e-03 0.600
#> 204 -0.687717644 0.300581871 3.669406e-03 0.600
#> 205 -0.675544059 0.303973024 3.710804e-03 0.600
#> 206 -0.663370474 0.307324406 3.751716e-03 0.600
#> 207 -0.651196889 0.310631450 3.792088e-03 0.600
#> 208 -0.639023304 0.313872520 3.831653e-03 0.600
#> 209 -0.626849720 0.317049596 3.870438e-03 0.600
#> 210 -0.614676135 0.320164472 3.908464e-03 0.600
#> 211 -0.602502550 0.323213585 3.945686e-03 0.600
#> 212 -0.590328965 0.326185723 3.981969e-03 0.600
#> 213 -0.578155380 0.329060761 4.017067e-03 0.600
#> 214 -0.565981795 0.331857281 4.051206e-03 0.600
#> 215 -0.553808210 0.334573093 4.084359e-03 0.600
#> 216 -0.541634625 0.337206141 4.116503e-03 0.600
#> 217 -0.529461040 0.339726868 4.147275e-03 0.600
#> 218 -0.517287455 0.342152318 4.176884e-03 0.600
#> 219 -0.505113870 0.344489130 4.205411e-03 0.600
#> 220 -0.492940285 0.346736523 4.232847e-03 0.600
#> 221 -0.480766700 0.348882620 4.259045e-03 0.600
#> 222 -0.468593116 0.350912617 4.283827e-03 0.600
#> 223 -0.456419531 0.352851847 4.307500e-03 0.600
#> 224 -0.444245946 0.354700419 4.330067e-03 0.600
#> 225 -0.432072361 0.356458507 4.351529e-03 0.600
#> 226 -0.419898776 0.358096463 4.371525e-03 0.600
#> 227 -0.407725191 0.359639144 4.390357e-03 0.600
#> 228 -0.395551606 0.361093334 4.408110e-03 0.600
#> 229 -0.383378021 0.362459678 4.424790e-03 0.600
#> 230 -0.371204436 0.363726595 4.440256e-03 0.600
#> 231 -0.359030851 0.364885549 4.454404e-03 0.600
#> 232 -0.346857266 0.365960143 4.467522e-03 0.600
#> 233 -0.334683681 0.366951341 4.479622e-03 0.600
#> 234 -0.322510096 0.367860136 4.490717e-03 0.600
#> 235 -0.310336511 0.368659647 4.500477e-03 0.600
#> 236 -0.298162927 0.369376699 4.509230e-03 0.600
#> 237 -0.285989342 0.370016622 4.517042e-03 0.600
#> 238 -0.273815757 0.370580854 4.523930e-03 0.600
#> 239 -0.261642172 0.371059350 4.529772e-03 0.600
#> 240 -0.249468587 0.371449939 4.534540e-03 0.200
#> 241 -0.237295002 0.371772432 4.538477e-03 0.200
#> 242 -0.225121417 0.372028944 4.541608e-03 0.200
#> 243 -0.212947832 0.372221667 4.543961e-03 0.200
#> 244 -0.200774247 0.372332131 4.545309e-03 0.200
#> 245 -0.188600662 0.372385608 4.545962e-03 0.200
#> 246 -0.176427077 0.372386794 4.545977e-03 0.200
#> 247 -0.164253492 0.372338700 4.545390e-03 0.200
#> 248 -0.152079907 0.372237227 4.544151e-03 0.200
#> 249 -0.139906322 0.372087548 4.542324e-03 0.200
#> 250 -0.127732738 0.371903329 4.540075e-03 0.200
#> 251 -0.115559153 0.371688273 4.537449e-03 0.200
#> 252 -0.103385568 0.371446139 4.534493e-03 0.200
#> 253 -0.091211983 0.371175251 4.531187e-03 0.200
#> 254 -0.079038398 0.370890264 4.527708e-03 0.600
#> 255 -0.066864813 0.370595389 4.524108e-03 0.600
#> 256 -0.054691228 0.370294633 4.520436e-03 0.600
#> 257 -0.042517643 0.369993239 4.516757e-03 0.600
#> 258 -0.030344058 0.369699135 4.513167e-03 0.600
#> 259 -0.018170473 0.369416204 4.509713e-03 0.600
#> 260 -0.005996888 0.369148147 4.506440e-03 0.600
#> 261 0.006176697 0.368898849 4.503397e-03 0.600
#> 262 0.018350282 0.368683452 4.500767e-03 0.600
#> 263 0.030523866 0.368497608 4.498499e-03 0.600
#> 264 0.042697451 0.368344156 4.496625e-03 0.600
#> 265 0.054871036 0.368225819 4.495181e-03 0.600
#> 266 0.067044621 0.368154523 4.494310e-03 0.600
#> 267 0.079218206 0.368132874 4.494046e-03 0.600
#> 268 0.091391791 0.368155356 4.494321e-03 0.600
#> 269 0.103565376 0.368223314 4.495150e-03 0.600
#> 270 0.115738961 0.368339352 4.496567e-03 0.600
#> 271 0.127912546 0.368521153 4.498786e-03 0.600
#> 272 0.140086131 0.368751058 4.501593e-03 0.600
#> 273 0.152259716 0.369028719 4.504982e-03 0.600
#> 274 0.164433301 0.369353608 4.508949e-03 0.600
#> 275 0.176606886 0.369735496 4.513610e-03 0.600
#> 276 0.188780471 0.370167885 4.518889e-03 0.600
#> 277 0.200954055 0.370641092 4.524666e-03 0.600
#> 278 0.213127640 0.371152732 4.530912e-03 0.200
#> 279 0.225301225 0.371701721 4.537614e-03 0.200
#> 280 0.237474810 0.372291753 4.544816e-03 0.200
#> 281 0.249648395 0.372906161 4.552317e-03 0.200
#> 282 0.261821980 0.373540762 4.560064e-03 0.200
#> 283 0.273995565 0.374191213 4.568004e-03 0.200
#> 284 0.286169150 0.374853099 4.576085e-03 0.200
#> 285 0.298342735 0.375515437 4.584170e-03 0.200
#> 286 0.310516320 0.376171245 4.592176e-03 0.200
#> 287 0.322689905 0.376814736 4.600032e-03 0.200
#> 288 0.334863490 0.377437981 4.607640e-03 0.200
#> 289 0.347037075 0.378021924 4.614768e-03 0.200
#> 290 0.359210660 0.378566290 4.621414e-03 0.200
#> 291 0.371384244 0.379064436 4.627495e-03 0.200
#> 292 0.383557829 0.379509679 4.632931e-03 0.200
#> 293 0.395731414 0.379874465 4.637384e-03 0.200
#> 294 0.407904999 0.380155874 4.640819e-03 0.200
#> 295 0.420078584 0.380354980 4.643250e-03 0.200
#> 296 0.432252169 0.380465158 4.644595e-03 0.200
#> 297 0.444425754 0.380470385 4.644659e-03 0.200
#> 298 0.456599339 0.380334784 4.643003e-03 0.200
#> 299 0.468772924 0.380083008 4.639930e-03 0.200
#> 300 0.480946509 0.379709437 4.635369e-03 0.200
#> 301 0.493120094 0.379208602 4.629255e-03 0.200
#> 302 0.505293679 0.378532460 4.621001e-03 0.200
#> 303 0.517467264 0.377699158 4.610828e-03 0.200
#> 304 0.529640849 0.376719031 4.598863e-03 0.200
#> 305 0.541814433 0.375588637 4.585064e-03 0.200
#> 306 0.553988018 0.374287762 4.569183e-03 0.200
#> 307 0.566161603 0.372782448 4.550807e-03 0.200
#> 308 0.578335188 0.371117254 4.530479e-03 0.600
#> 309 0.590508773 0.369291465 4.508190e-03 0.600
#> 310 0.602682358 0.367304654 4.483936e-03 0.600
#> 311 0.614855943 0.365106097 4.457096e-03 0.600
#> 312 0.627029528 0.362735852 4.428161e-03 0.600
#> 313 0.639203113 0.360209803 4.397324e-03 0.600
#> 314 0.651376698 0.357530580 4.364617e-03 0.600
#> 315 0.663550283 0.354682943 4.329854e-03 0.600
#> 316 0.675723868 0.351653158 4.292867e-03 0.600
#> 317 0.687897453 0.348487760 4.254225e-03 0.600
#> 318 0.700071037 0.345192188 4.213994e-03 0.600
#> 319 0.712244622 0.341772119 4.172243e-03 0.600
#> 320 0.724418207 0.338198572 4.128618e-03 0.600
#> 321 0.736591792 0.334515318 4.083654e-03 0.600
#> 322 0.748765377 0.330737256 4.037533e-03 0.600
#> 323 0.760938962 0.326871969 3.990347e-03 0.600
#> 324 0.773112547 0.322917804 3.942075e-03 0.600
#> 325 0.785286132 0.318883283 3.892823e-03 0.600
#> 326 0.797459717 0.314796626 3.842935e-03 0.600
#> 327 0.809633302 0.310666092 3.792510e-03 0.600
#> 328 0.821806887 0.306499940 3.741651e-03 0.600
#> 329 0.833980472 0.302303167 3.690419e-03 0.600
#> 330 0.846154057 0.298096768 3.639068e-03 0.600
#> 331 0.858327642 0.293889341 3.587705e-03 0.600
#> 332 0.870501226 0.289688313 3.536421e-03 0.600
#> 333 0.882674811 0.285505429 3.485357e-03 0.600
#> 334 0.894848396 0.281355511 3.434696e-03 0.600
#> 335 0.907021981 0.277240591 3.384463e-03 0.600
#> 336 0.919195566 0.273166140 3.334723e-03 0.600
#> 337 0.931369151 0.269137400 3.285542e-03 0.975
#> 338 0.943542736 0.265181837 3.237253e-03 0.975
#> 339 0.955716321 0.261287132 3.189708e-03 0.975
#> 340 0.967889906 0.257454795 3.142924e-03 0.975
#> 341 0.980063491 0.253687432 3.096934e-03 0.975
#> 342 0.992237076 0.250000384 3.051923e-03 0.975
#> 343 1.004410661 0.246398417 3.007952e-03 0.975
#> 344 1.016584246 0.242867005 2.964841e-03 0.975
#> 345 1.028757831 0.239406153 2.922592e-03 0.975
#> 346 1.040931415 0.236015631 2.881202e-03 0.975
#> 347 1.053105000 0.232721327 2.840986e-03 0.975
#> 348 1.065278585 0.229493737 2.801585e-03 0.975
#> 349 1.077452170 0.226330411 2.762968e-03 0.975
#> 350 1.089625755 0.223229175 2.725109e-03 0.975
#> 351 1.101799340 0.220198797 2.688115e-03 0.975
#> 352 1.113972925 0.217233167 2.651912e-03 0.975
#> 353 1.126146510 0.214317475 2.616318e-03 0.975
#> 354 1.138320095 0.211448534 2.581295e-03 0.975
#> 355 1.150493680 0.208623617 2.546809e-03 0.975
#> 356 1.162667265 0.205851356 2.512966e-03 0.975
#> 357 1.174840850 0.203111502 2.479519e-03 0.975
#> 358 1.187014435 0.200400846 2.446428e-03 0.975
#> 359 1.199188019 0.197716230 2.413655e-03 0.975
#> 360 1.211361604 0.195058393 2.381209e-03 0.975
#> 361 1.223535189 0.192420771 2.349010e-03 0.975
#> 362 1.235708774 0.189797035 2.316980e-03 0.975
#> 363 1.247882359 0.187184877 2.285092e-03 0.975
#> 364 1.260055944 0.184582306 2.253321e-03 0.975
#> 365 1.272229529 0.181988285 2.221654e-03 0.975
#> 366 1.284403114 0.179398191 2.190035e-03 0.975
#> 367 1.296576699 0.176810975 2.158451e-03 0.975
#> 368 1.308750284 0.174225715 2.126891e-03 0.975
#> 369 1.320923869 0.171641779 2.095347e-03 0.975
#> 370 1.333097454 0.169058591 2.063812e-03 0.975
#> 371 1.345271039 0.166476188 2.032287e-03 0.975
#> 372 1.357444624 0.163894874 2.000775e-03 0.975
#> 373 1.369618208 0.161315209 1.969284e-03 0.975
#> 374 1.381791793 0.158739316 1.937838e-03 0.975
#> 375 1.393965378 0.156167764 1.906445e-03 0.975
#> 376 1.406138963 0.153601710 1.875120e-03 0.975
#> 377 1.418312548 0.151042363 1.843876e-03 0.975
#> 378 1.430486133 0.148493910 1.812765e-03 0.975
#> 379 1.442659718 0.145957986 1.781808e-03 0.975
#> 380 1.454833303 0.143434870 1.751006e-03 0.975
#> 381 1.467006888 0.140926030 1.720379e-03 0.975
#> 382 1.479180473 0.138434263 1.689960e-03 0.975
#> 383 1.491354058 0.135966890 1.659839e-03 0.975
#> 384 1.503527643 0.133519936 1.629968e-03 0.975
#> 385 1.515701228 0.131094658 1.600361e-03 0.975
#> 386 1.527874813 0.128692272 1.571033e-03 0.975
#> 387 1.540048397 0.126321389 1.542090e-03 0.975
#> 388 1.552221982 0.123979791 1.513505e-03 0.975
#> 389 1.564395567 0.121665317 1.485251e-03 0.975
#> 390 1.576569152 0.119378693 1.457336e-03 0.975
#> 391 1.588742737 0.117123301 1.429803e-03 0.975
#> 392 1.600916322 0.114906538 1.402742e-03 0.975
#> 393 1.613089907 0.112719765 1.376046e-03 0.975
#> 394 1.625263492 0.110563233 1.349720e-03 0.975
#> 395 1.637437077 0.108437158 1.323766e-03 0.975
#> 396 1.649610662 0.106351033 1.298299e-03 0.975
#> 397 1.661784247 0.104298692 1.273244e-03 0.975
#> 398 1.673957832 0.102277020 1.248565e-03 0.975
#> 399 1.686131417 0.100285961 1.224258e-03 0.975
#> 400 1.698305002 0.098328827 1.200366e-03 0.975
#> 401 1.710478586 0.096410901 1.176953e-03 0.975
#> 402 1.722652171 0.094523128 1.153908e-03 0.975
#> 403 1.734825756 0.092665380 1.131229e-03 0.975
#> 404 1.746999341 0.090837530 1.108915e-03 0.975
#> 405 1.759172926 0.089048988 1.087081e-03 0.975
#> 406 1.771346511 0.087292329 1.065636e-03 0.975
#> 407 1.783520096 0.085565043 1.044550e-03 0.975
#> 408 1.795693681 0.083867011 1.023821e-03 0.975
#> 409 1.807867266 0.082201906 1.003494e-03 0.975
#> 410 1.820040851 0.080573574 9.836159e-04 0.975
#> 411 1.832214436 0.078973908 9.640877e-04 0.975
#> 412 1.844388021 0.077402722 9.449072e-04 0.975
#> 413 1.856561606 0.075859818 9.260719e-04 0.975
#> 414 1.868735190 0.074354376 9.076940e-04 0.975
#> 415 1.880908775 0.072877979 8.896706e-04 0.975
#> 416 1.893082360 0.071428527 8.719762e-04 0.975
#> 417 1.905255945 0.070005593 8.546055e-04 0.975
#> 418 1.917429530 0.068612484 8.375989e-04 0.975
#> 419 1.929603115 0.067250657 8.209741e-04 0.975
#> 420 1.941776700 0.065912840 8.046425e-04 0.975
#> 421 1.953950285 0.064598296 7.885950e-04 0.975
#> 422 1.966123870 0.063306259 7.728222e-04 0.975
#> 423 1.978297455 0.062043035 7.574012e-04 0.975
#> 424 1.990471040 0.060800232 7.422294e-04 0.975
#> 425 2.002644625 0.059575993 7.272843e-04 0.975
#> 426 2.014818210 0.058369332 7.125538e-04 0.975
#> 427 2.026991795 0.057181721 6.980558e-04 0.975
#> 428 2.039165379 0.056012080 6.837772e-04 0.975
#> 429 2.051338964 0.054855603 6.696593e-04 0.975
#> 430 2.063512549 0.053711314 6.556902e-04 0.975
#> 431 2.075686134 0.052578247 6.418581e-04 0.975
#> 432 2.087859719 0.051458657 6.281905e-04 0.975
#> 433 2.100033304 0.050347651 6.146277e-04 0.975
#> 434 2.112206889 0.049244332 6.011588e-04 0.975
#> 435 2.124380474 0.048148062 5.877759e-04 0.975
#> 436 2.136554059 0.047059312 5.744848e-04 0.975
#> 437 2.148727644 0.045977422 5.612774e-04 0.975
#> 438 2.160901229 0.044900859 5.481351e-04 0.975
#> 439 2.173074814 0.043829503 5.350563e-04 0.975
#> 440 2.185248399 0.042763284 5.220402e-04 0.975
#> 441 2.197421984 0.041704503 5.091150e-04 0.975
#> 442 2.209595568 0.040651485 4.962601e-04 0.975
#> 443 2.221769153 0.039604638 4.834805e-04 0.975
#> 444 2.233942738 0.038564425 4.707819e-04 0.975
#> 445 2.246116323 0.037533149 4.581925e-04 0.975
#> 446 2.258289908 0.036512061 4.457273e-04 0.975
#> 447 2.270463493 0.035500534 4.333790e-04 0.975
#> 448 2.282637078 0.034499398 4.211574e-04 0.975
#> 449 2.294810663 0.033509727 4.090758e-04 0.975
#> 450 2.306984248 0.032537791 3.972107e-04 0.975
#> 451 2.319157833 0.031580179 3.855205e-04 1.000
#> 452 2.331331418 0.030637824 3.740166e-04 1.000
#> 453 2.343505003 0.029711650 3.627101e-04 1.000
#> 454 2.355678588 0.028806910 3.516654e-04 1.000
#> 455 2.367852172 0.027924358 3.408915e-04 1.000
#> 456 2.380025757 0.027061726 3.303607e-04 1.000
#> 457 2.392199342 0.026219762 3.200823e-04 1.000
#> 458 2.404372927 0.025400019 3.100752e-04 1.000
#> 459 2.416546512 0.024611003 3.004431e-04 1.000
#> 460 2.428720097 0.023845303 2.910957e-04 1.000
#> 461 2.440893682 0.023103334 2.820380e-04 1.000
#> 462 2.453067267 0.022385474 2.732746e-04 1.000
#> 463 2.465240852 0.021698236 2.648850e-04 1.000
#> 464 2.477414437 0.021039672 2.568455e-04 1.000
#> 465 2.489588022 0.020406006 2.491099e-04 1.000
#> 466 2.501761607 0.019797231 2.416782e-04 1.000
#> 467 2.513935192 0.019214696 2.345667e-04 1.000
#> 468 2.526108777 0.018665265 2.278595e-04 1.000
#> 469 2.538282361 0.018139989 2.214471e-04 1.000
#> 470 2.550455946 0.017638521 2.153253e-04 1.000
#> 471 2.562629531 0.017160481 2.094896e-04 1.000
#> 472 2.574803116 0.016711337 2.040066e-04 1.000
#> 473 2.586976701 0.016287064 1.988272e-04 1.000
#> 474 2.599150286 0.015883953 1.939061e-04 1.000
#> 475 2.611323871 0.015501367 1.892356e-04 1.000
#> 476 2.623497456 0.015140058 1.848249e-04 1.000
#> 477 2.635671041 0.014803385 1.807149e-04 1.000
#> 478 2.647844626 0.014484061 1.768167e-04 1.000
#> 479 2.660018211 0.014181268 1.731203e-04 1.000
#> 480 2.672191796 0.013894176 1.696156e-04 1.000
#> 481 2.684365381 0.013625662 1.663376e-04 1.000
#> 482 2.696538966 0.013371584 1.632359e-04 1.000
#> 483 2.708712550 0.013129353 1.602789e-04 1.000
#> 484 2.720886135 0.012898052 1.574552e-04 1.000
#> 485 2.733059720 0.012677552 1.547634e-04 1.000
#> 486 2.745233305 0.012467915 1.522042e-04 1.000
#> 487 2.757406890 0.012265182 1.497293e-04 1.000
#> 488 2.769580475 0.012068445 1.473276e-04 1.000
#> 489 2.781754060 0.011876800 1.449881e-04 1.000
#> 490 2.793927645 0.011690068 1.427085e-04 1.000
#> 491 2.806101230 0.011505899 1.404603e-04 1.000
#> 492 2.818274815 0.011323138 1.382292e-04 1.000
#> 493 2.830448400 0.011141011 1.360058e-04 1.000
#> 494 2.842621985 0.010958602 1.337790e-04 1.000
#> 495 2.854795570 0.010774396 1.315303e-04 1.000
#> 496 2.866969154 0.010587897 1.292536e-04 1.000
#> 497 2.879142739 0.010398564 1.269423e-04 1.000
#> 498 2.891316324 0.010205884 1.245901e-04 1.000
#> 499 2.903489909 0.010007866 1.221728e-04 1.000
#> 500 2.915663494 0.009804893 1.196949e-04 1.000
#> 501 2.927837079 0.009597041 1.171576e-04 1.000
#> 502 2.940010664 0.009384105 1.145581e-04 1.000
#> 503 2.952184249 0.009165189 1.118856e-04 1.000
#> 504 2.964357834 0.008939475 1.091302e-04 1.000
#> 505 2.976531419 0.008708463 1.063101e-04 1.000
#> 506 2.988705004 0.008472266 1.034267e-04 1.000
#> 507 3.000878589 0.008231025 1.004817e-04 1.000
#> 508 3.013052174 0.007983456 9.745943e-05 1.000
#> 509 3.025225759 0.007731444 9.438295e-05 1.000
#> 510 3.037399343 0.007475631 9.126007e-05 1.000
#> 511 3.049572928 0.007216406 8.809553e-05 1.000
#> 512 3.061746513 0.006953861 8.489046e-05 1.000
#>
#> $breaks
#> 98% 60% 20% <NA>
#> 0.03253779 0.27316614 0.37115273 Inf
#>
#> $data
#> x hdr_membership
#> 1 -0.602216113 0.600
#> 2 -0.338709191 0.600
#> 3 1.226772110 0.975
#> 4 0.334288110 0.200
#> 5 0.761877096 0.600
#> 6 -0.568453752 0.600
#> 7 0.423414038 0.200
#> 8 0.332962513 0.200
#> 9 0.089676149 0.600
#> 10 0.625660149 0.600
#> 11 1.702687540 0.975
#> 12 -0.034512401 0.600
#> 13 -0.210885488 0.200
#> 14 0.350914706 0.200
#> 15 -1.064561751 0.975
#> 16 -1.356799706 0.975
#> 17 -0.498197337 0.600
#> 18 1.655941942 0.975
#> 19 -1.332156297 0.975
#> 20 -0.967646499 0.975
#> 21 0.740646048 0.600
#> 22 0.696868325 0.600
#> 23 1.140859597 0.975
#> 24 1.100730677 0.975
#> 25 0.822007066 0.600
#> 26 0.935612496 0.975
#> 27 0.420749820 0.200
#> 28 0.724489028 0.600
#> 29 0.494393490 0.200
#> 30 -0.424496686 0.600
#> 31 0.619843827 0.600
#> 32 0.323821211 0.200
#> 33 0.114981483 0.600
#> 34 0.247721614 0.200
#> 35 -1.985929929 0.975
#> 36 -0.178711534 0.200
#> 37 0.809359196 0.600
#> 38 -0.851683991 0.975
#> 39 0.327138280 0.200
#> 40 -0.272337584 0.600
#> 41 0.169347121 0.600
#> 42 0.308347061 0.200
#> 43 -0.516806682 0.600
#> 44 0.523434849 0.200
#> 45 2.089594708 0.975
#> 46 -1.121039186 0.975
#> 47 -1.243454969 0.975
#> 48 0.172970474 0.600
#> 49 -0.289282079 0.600
#> 50 -0.415902662 0.600
#> 51 0.456682882 0.200
#> 52 0.750154150 0.600
#> 53 2.223943019 0.975
#> 54 -0.568001579 0.600
#> 55 -1.995973051 0.975
#> 56 1.918095747 0.975
#> 57 0.706507492 0.600
#> 58 -0.719960358 0.600
#> 59 0.206044265 0.600
#> 60 0.179203353 0.600
#> 61 -0.667290036 0.600
#> 62 0.380219987 0.200
#> 63 0.481039503 0.200
#> 64 -0.635604891 0.600
#> 65 -0.618156472 0.600
#> 66 0.839181001 0.600
#> 67 0.099824615 0.600
#> 68 -0.011685890 0.600
#> 69 -0.476731496 0.600
#> 70 -0.377139215 0.600
#> 71 -0.423271775 0.600
#> 72 0.694610201 0.600
#> 73 0.106803398 0.600
#> 74 -0.259789097 0.600
#> 75 -0.098886925 0.200
#> 76 0.589788477 0.600
#> 77 -0.872461006 0.975
#> 78 1.098386189 0.975
#> 79 0.339904714 0.200
#> 80 1.949384618 0.975
#> 81 -0.030791065 0.600
#> 82 0.668540427 0.600
#> 83 0.469278219 0.200
#> 84 -1.779308667 0.975
#> 85 -0.755696634 0.600
#> 86 2.313280971 1.000
#> 87 0.994795742 0.975
#> 88 0.974283608 0.975
#> 89 -0.202044621 0.200
#> 90 0.412384853 0.200
#> 91 2.525788240 1.000
#> 92 0.625596118 0.600
#> 93 0.200721163 0.600
#> 94 2.102669700 0.975
#> 95 1.838785811 0.975
#> 96 -0.232408581 0.200
#> 97 0.166933472 0.600
#> 98 0.085334603 0.600
#> 99 1.238581742 0.975
#> 100 2.249109114 0.975
#> 101 1.503415990 0.975
#> 102 0.923455202 0.600
#> 103 -0.180091019 0.200
#> 104 -1.054809238 0.975
#> 105 0.443020989 0.200
#> 106 -0.984602420 0.975
#> 107 0.435749273 0.200
#> 108 -0.271076116 0.600
#> 109 -1.227144760 0.975
#> 110 0.339779927 0.200
#> 111 0.221011435 0.200
#> 112 -1.361336672 0.975
#> 113 -0.670943187 0.600
#> 114 0.856763638 0.600
#> 115 -1.963762222 0.975
#> 116 -0.265857718 0.600
#> 117 1.528158639 0.975
#> 118 0.342514369 0.200
#> 119 -1.260138368 0.975
#> 120 0.582139167 0.600
#> 121 1.270729416 0.975
#> 122 -0.454899376 0.600
#> 123 0.531754028 0.200
#> 124 0.493247862 0.200
#> 125 -0.546501545 0.600
#> 126 0.523577956 0.200
#> 127 0.462387864 0.200
#> 128 0.038504163 0.600
#> 129 -0.306819663 0.600
#> 130 0.400121896 0.200
#> 131 -0.223377312 0.200
#> 132 0.566670506 0.200
#> 133 0.655064148 0.600
#> 134 -0.594123896 0.600
#> 135 0.441065268 0.200
#> 136 -0.026456338 0.600
#> 137 0.175207166 0.600
#> 138 -2.252001286 0.975
#> 139 0.659889664 0.600
#> 140 0.884542025 0.600
#> 141 -0.277163787 0.600
#> 142 0.082726383 0.600
#> 143 0.745151861 0.600
#> 144 -2.455381951 1.000
#> 145 -0.565088666 0.600
#> 146 -0.676556307 0.600
#> 147 1.680233211 0.975
#> 148 0.070870580 0.600
#> 149 0.061847314 0.600
#> 150 -0.852385597 0.975
#> 151 -1.152621694 0.975
#> 152 -0.195477720 0.200
#> 153 0.879703582 0.600
#> 154 -0.200161217 0.200
#> 155 -0.432475696 0.600
#> 156 0.175992074 0.600
#> 157 -0.374598714 0.600
#> 158 1.147755140 0.975
#> 159 0.711427127 0.600
#> 160 -0.087756172 0.200
#> 161 -0.231401861 0.200
#> 162 -0.004477074 0.600
#> 163 -2.191144374 0.975
#> 164 1.104963716 0.975
#> 165 -0.139853984 0.200
#> 166 0.309426950 0.200
#> 167 -1.111371407 0.975
#> 168 -0.109162623 0.200
#> 169 0.450606156 0.200
#> 170 -0.412616969 0.600
#> 171 -0.491534188 0.600
#> 172 1.821545532 0.975
#> 173 -3.158955384 1.000
#> 174 -1.202535352 0.975
#> 175 -0.613722098 0.600
#> 176 0.713307903 0.600
#> 177 0.563375158 0.200
#> 178 1.259908296 0.975
#> 179 -0.262639249 0.600
#> 180 -1.737497059 0.975
#> 181 -0.098312946 0.200
#> 182 -0.635047520 0.600
#> 183 0.401998420 0.200
#> 184 -0.483294785 0.600
#> 185 0.741110348 0.600
#> 186 -0.204647233 0.200
#> 187 1.749601760 0.975
#> 188 1.005271492 0.975
#> 189 -0.781282972 0.975
#> 190 0.093898824 0.600
#> 191 -0.968130555 0.975
#> 192 -0.338278579 0.600
#> 193 0.742452339 0.600
#> 194 0.047480556 0.600
#> 195 -1.567483515 0.975
#> 196 0.309646175 0.200
#> 197 0.751353522 0.600
#> 198 0.365669044 0.200
#> 199 -0.729297726 0.600
#> 200 -0.345849536 0.600
#> 201 0.835911973 0.600
#> 202 0.309470353 0.200
#> 203 0.150424561 0.600
#> 204 0.413237962 0.200
#> 205 -0.183183576 0.200
#> 206 -1.373881344 0.975
#> 207 -1.216884190 0.975
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#> 751 -0.330828491 0.600
#> 752 -0.735212133 0.600
#> 753 0.792280595 0.600
#> 754 2.091687018 0.975
#> 755 -0.477790796 0.600
#> 756 -0.520184723 0.600
#> 757 -1.937990984 0.975
#> 758 -0.564537776 0.600
#> 759 0.593969559 0.600
#> 760 -1.572650483 0.975
#> 761 1.265834889 0.975
#> 762 -0.506128007 0.600
#> 763 0.495371701 0.200
#> 764 -2.255920263 0.975
#> 765 0.900330728 0.600
#> 766 0.170649945 0.600
#> 767 -0.583143301 0.600
#> 768 0.993128571 0.975
#> 769 0.791905138 0.600
#> 770 1.139314751 0.975
#> 771 -0.548258048 0.600
#> 772 0.042860386 0.600
#> 773 0.381692098 0.200
#> 774 0.066954600 0.600
#> 775 1.097976942 0.975
#> 776 0.692555761 0.600
#> 777 -0.989676040 0.975
#> 778 0.504709944 0.200
#> 779 -0.210629524 0.200
#> 780 -1.406886970 0.975
#> 781 -1.335013878 0.975
#> 782 1.472166534 0.975
#> 783 1.495703378 0.975
#> 784 1.449027039 0.975
#> 785 -1.625925549 0.975
#> 786 -0.942331083 0.975
#> 787 0.968627555 0.975
#> 788 1.623886852 0.975
#> 789 -0.170044725 0.200
#> 790 -0.621442307 0.600
#> 791 0.401176459 0.200
#> 792 -0.734868688 0.600
#> 793 0.554033127 0.200
#> 794 -0.716546210 0.600
#> 795 1.308709316 0.975
#> 796 -1.512494327 0.975
#> 797 0.624238642 0.600
#> 798 0.778486799 0.600
#> 799 0.566358221 0.200
#> 800 -1.588576079 0.975
#> 801 1.107737597 0.975
#> 802 -1.024794495 0.975
#> 803 2.783065885 1.000
#> 804 0.244461097 0.200
#> 805 -1.156741600 0.975
#> 806 -2.302902958 1.000
#> 807 -0.605792599 0.600
#> 808 0.954607063 0.975
#> 809 0.916939936 0.600
#> 810 -0.714953900 0.600
#> 811 0.545050387 0.200
#> 812 -2.490112201 1.000
#> 813 -0.583328269 0.600
#> 814 0.576572787 0.600
#> 815 1.030655192 0.975
#> 816 -0.228510105 0.200
#> 817 1.110892632 0.975
#> 818 -1.509063971 0.975
#> 819 -0.179533185 0.200
#> 820 0.574071075 0.600
#> 821 0.616291027 0.600
#> 822 0.020968068 0.600
#> 823 3.061746513 1.000
#> 824 0.601789611 0.600
#> 825 -0.183980482 0.200
#> 826 0.566555652 0.200
#> 827 -1.021791931 0.975
#> 828 -0.915349445 0.975
#> 829 0.705994718 0.600
#> 830 0.921845675 0.600
#> 831 0.923458052 0.600
#> 832 -0.779791392 0.975
#> 833 -1.053661241 0.975
#> 834 -0.306317448 0.600
#> 835 -0.060713452 0.600
#> 836 -0.881632304 0.975
#> 837 -0.311448290 0.600
#> 838 0.426923770 0.200
#> 839 -0.051273603 0.600
#> 840 -0.149165454 0.200
#> 841 -1.891050896 0.975
#> 842 1.116834381 0.975
#> 843 0.286379033 0.200
#> 844 0.319585131 0.200
#> 845 0.204820532 0.600
#> 846 0.186988885 0.600
#> 847 0.653225537 0.600
#> 848 0.408998007 0.200
#> 849 0.165922665 0.600
#> 850 1.758519682 0.975
#> 851 1.258700417 0.975
#> 852 0.402112883 0.200
#> 853 -0.286171517 0.600
#> 854 0.664988232 0.600
#> 855 -0.149883823 0.200
#> 856 -0.556969810 0.600
#> 857 0.661320335 0.600
#> 858 0.705568734 0.600
#> 859 -1.662678685 0.975
#> 860 0.622371915 0.600
#> 861 1.055580666 0.975
#> 862 -0.504535124 0.600
#> 863 0.681782516 0.600
#> 864 1.148463136 0.975
#> 865 -0.332251847 0.600
#> 866 -1.277033382 0.975
#> 867 -0.157538824 0.200
#> 868 -1.563185104 0.975
#> 869 -0.381397160 0.600
#> 870 0.766339960 0.600
#> 871 1.268429690 0.975
#> 872 -0.276374365 0.600
#> 873 1.483101021 0.975
#> 874 -0.997775787 0.975
#> 875 2.112287645 0.975
#> 876 -0.613698793 0.600
#> 877 -0.124004617 0.200
#> 878 1.297085276 0.975
#> 879 -0.398138038 0.600
#> 880 -0.524379534 0.600
#> 881 -0.594767042 0.600
#> 882 -1.143571915 0.975
#> 883 0.542531096 0.200
#> 884 0.200800808 0.600
#> 885 1.421076870 0.975
#> 886 2.133968518 0.975
#> 887 -0.323552020 0.600
#> 888 -3.036051121 1.000
#> 889 1.185929079 0.975
#> 890 -0.180801900 0.200
#> 891 0.804234470 0.600
#> 892 -0.395179527 0.600
#> 893 -2.226174494 0.975
#> 894 -1.386617686 0.975
#> 895 -1.694845025 0.975
#> 896 -0.078393081 0.600
#> 897 -0.376740593 0.600
#> 898 0.508758270 0.200
#> 899 -0.279220368 0.600
#> 900 -0.631174737 0.600
#> 901 1.362302383 0.975
#> 902 -0.743421346 0.600
#> 903 0.703745184 0.600
#> 904 0.770137332 0.600
#> 905 -0.902974899 0.975
#> 906 0.702146598 0.600
#> 907 -1.190536203 0.975
#> 908 0.498885075 0.200
#> 909 0.274054841 0.200
#> 910 -1.525054835 0.975
#> 911 -0.530871644 0.600
#> 912 0.182052776 0.600
#> 913 -0.601726904 0.600
#> 914 1.545593972 0.975
#> 915 -0.404381611 0.600
#> 916 1.346277361 0.975
#> 917 0.782829520 0.600
#> 918 -0.201887045 0.200
#> 919 1.153563896 0.975
#> 920 -0.714202829 0.600
#> 921 1.023452134 0.975
#> 922 0.135823091 0.600
#> 923 0.067808780 0.600
#> 924 -0.129433671 0.200
#> 925 -1.198226331 0.975
#> 926 0.986712550 0.975
#> 927 0.910881264 0.600
#> 928 0.651472708 0.600
#> 929 0.689809937 0.600
#> 930 0.384724374 0.200
#> 931 -1.499130237 0.975
#> 932 1.717619866 0.975
#> 933 -0.228895847 0.200
#> 934 1.111846074 0.975
#> 935 -0.663401342 0.600
#> 936 -0.908192188 0.975
#> 937 -1.113031445 0.975
#> 938 -0.055357877 0.600
#> 939 -0.845428348 0.975
#> 940 0.954445054 0.975
#> 941 0.269200325 0.200
#> 942 0.423736162 0.200
#> 943 -1.217291153 0.975
#> 944 0.048050283 0.600
#> 945 0.229278812 0.200
#> 946 2.492002245 1.000
#> 947 0.391217022 0.200
#> 948 0.502477260 0.200
#> 949 -0.640176046 0.600
#> 950 0.329530676 0.200
#> 951 -1.369959506 0.975
#> 952 0.485149851 0.200
#> 953 0.406898930 0.200
#> 954 0.074734106 0.600
#> 955 0.318120883 0.200
#> 956 0.215311249 0.200
#> 957 0.965320499 0.975
#> 958 0.018265066 0.600
#> 959 0.188006768 0.600
#> 960 0.546075478 0.200
#> 961 -0.102161086 0.200
#> 962 0.408139068 0.200
#> 963 0.495936710 0.200
#> 964 0.081752439 0.600
#> 965 -0.249917929 0.200
#> 966 0.365078258 0.200
#> 967 -0.682098355 0.600
#> 968 -0.984612177 0.975
#> 969 -0.268844164 0.600
#> 970 1.036990940 0.975
#> 971 -1.596663589 0.975
#> 972 1.700348772 0.975
#> 973 -0.955174928 0.975
#> 974 -1.541285005 0.975
#> 975 -0.551453779 0.600
#> 976 -1.482405745 0.975
#> 977 -0.184717448 0.200
#> 978 1.481091709 0.975
#> 979 1.516219990 0.975
#> 980 0.316312614 0.200
#> 981 1.331332185 0.975
#> 982 -0.211245980 0.200
#> 983 0.398237175 0.200
#> 984 0.118843987 0.600
#> 985 0.703478750 0.600
#> 986 -0.654110333 0.600
#> 987 -0.715826490 0.600
#> 988 0.694688497 0.600
#> 989 0.408204088 0.200
#> 990 0.116200142 0.600
#> 991 0.248145718 0.200
#> 992 2.006336840 0.975
#> 993 1.077941568 0.975
#> 994 -2.021340948 0.975
#> 995 -0.966362519 0.975
#> 996 0.651968776 0.600
#> 997 -0.456597855 0.600
#> 998 -0.228207545 0.200
#> 999 0.688763108 0.600
#> 1000 -0.214290245 0.200
#>
# Compute "population" HDRs of specified univariate pdf with `method = "fun"`
f <- function(x, sd = 1) dnorm(x, sd = sd)
get_hdr_1d(method = "fun", fun = f, range = c(-5, 5))
#> $df_est
#> x fhat fhat_discretized hdr
#> 1 -5.000000000 1.486720e-06 2.909433e-08 1.00
#> 2 -4.980430528 1.639232e-06 3.207892e-08 1.00
#> 3 -4.960861057 1.806698e-06 3.535614e-08 1.00
#> 4 -4.941291585 1.990510e-06 3.895325e-08 1.00
#> 5 -4.921722114 2.192183e-06 4.289988e-08 1.00
#> 6 -4.902152642 2.413364e-06 4.722829e-08 1.00
#> 7 -4.882583170 2.655845e-06 5.197351e-08 1.00
#> 8 -4.863013699 2.921569e-06 5.717360e-08 1.00
#> 9 -4.843444227 3.212650e-06 6.286989e-08 1.00
#> 10 -4.823874755 3.531378e-06 6.910724e-08 1.00
#> 11 -4.804305284 3.880242e-06 7.593432e-08 1.00
#> 12 -4.784735812 4.261936e-06 8.340389e-08 1.00
#> 13 -4.765166341 4.679386e-06 9.157316e-08 1.00
#> 14 -4.745596869 5.135757e-06 1.005041e-07 1.00
#> 15 -4.726027397 5.634478e-06 1.102638e-07 1.00
#> 16 -4.706457926 6.179262e-06 1.209250e-07 1.00
#> 17 -4.686888454 6.774126e-06 1.325661e-07 1.00
#> 18 -4.667318982 7.423412e-06 1.452723e-07 1.00
#> 19 -4.647749511 8.131816e-06 1.591354e-07 1.00
#> 20 -4.628180039 8.904411e-06 1.742547e-07 1.00
#> 21 -4.608610568 9.746676e-06 1.907374e-07 1.00
#> 22 -4.589041096 1.066453e-05 2.086993e-07 1.00
#> 23 -4.569471624 1.166434e-05 2.282651e-07 1.00
#> 24 -4.549902153 1.275301e-05 2.495698e-07 1.00
#> 25 -4.530332681 1.393794e-05 2.727584e-07 1.00
#> 26 -4.510763209 1.522714e-05 2.979873e-07 1.00
#> 27 -4.491193738 1.662922e-05 3.254252e-07 1.00
#> 28 -4.471624266 1.815344e-05 3.552535e-07 1.00
#> 29 -4.452054795 1.980979e-05 3.876673e-07 1.00
#> 30 -4.432485323 2.160898e-05 4.228765e-07 1.00
#> 31 -4.412915851 2.356256e-05 4.611070e-07 1.00
#> 32 -4.393346380 2.568291e-05 5.026013e-07 1.00
#> 33 -4.373776908 2.798335e-05 5.476197e-07 1.00
#> 34 -4.354207436 3.047817e-05 5.964421e-07 1.00
#> 35 -4.334637965 3.318271e-05 6.493684e-07 1.00
#> 36 -4.315068493 3.611340e-05 7.067205e-07 1.00
#> 37 -4.295499022 3.928788e-05 7.688435e-07 1.00
#> 38 -4.275929550 4.272504e-05 8.361070e-07 1.00
#> 39 -4.256360078 4.644512e-05 9.089070e-07 1.00
#> 40 -4.236790607 5.046978e-05 9.876674e-07 1.00
#> 41 -4.217221135 5.482219e-05 1.072842e-06 1.00
#> 42 -4.197651663 5.952714e-05 1.164915e-06 1.00
#> 43 -4.178082192 6.461113e-05 1.264406e-06 1.00
#> 44 -4.158512720 7.010247e-05 1.371869e-06 1.00
#> 45 -4.138943249 7.603140e-05 1.487895e-06 1.00
#> 46 -4.119373777 8.243020e-05 1.613116e-06 1.00
#> 47 -4.099804305 8.933330e-05 1.748206e-06 1.00
#> 48 -4.080234834 9.677744e-05 1.893884e-06 1.00
#> 49 -4.060665362 1.048017e-04 2.050916e-06 1.00
#> 50 -4.041095890 1.134479e-04 2.220117e-06 1.00
#> 51 -4.021526419 1.227604e-04 2.402358e-06 1.00
#> 52 -4.001956947 1.327865e-04 2.598562e-06 1.00
#> 53 -3.982387476 1.435764e-04 2.809715e-06 1.00
#> 54 -3.962818004 1.551836e-04 3.036862e-06 1.00
#> 55 -3.943248532 1.676649e-04 3.281116e-06 1.00
#> 56 -3.923679061 1.810808e-04 3.543658e-06 1.00
#> 57 -3.904109589 1.954953e-04 3.825741e-06 1.00
#> 58 -3.884540117 2.109764e-04 4.128698e-06 1.00
#> 59 -3.864970646 2.275962e-04 4.453940e-06 1.00
#> 60 -3.845401174 2.454313e-04 4.802963e-06 1.00
#> 61 -3.825831703 2.645626e-04 5.177353e-06 1.00
#> 62 -3.806262231 2.850760e-04 5.578790e-06 1.00
#> 63 -3.786692759 3.070624e-04 6.009052e-06 1.00
#> 64 -3.767123288 3.306178e-04 6.470020e-06 1.00
#> 65 -3.747553816 3.558439e-04 6.963681e-06 1.00
#> 66 -3.727984344 3.828481e-04 7.492140e-06 1.00
#> 67 -3.708414873 4.117439e-04 8.057615e-06 1.00
#> 68 -3.688845401 4.426511e-04 8.662452e-06 1.00
#> 69 -3.669275930 4.756961e-04 9.309125e-06 1.00
#> 70 -3.649706458 5.110122e-04 1.000024e-05 1.00
#> 71 -3.630136986 5.487400e-04 1.073856e-05 1.00
#> 72 -3.610567515 5.890277e-04 1.152697e-05 1.00
#> 73 -3.590998043 6.320311e-04 1.236852e-05 1.00
#> 74 -3.571428571 6.779144e-04 1.326643e-05 1.00
#> 75 -3.551859100 7.268503e-04 1.422408e-05 1.00
#> 76 -3.532289628 7.790202e-04 1.524502e-05 1.00
#> 77 -3.512720157 8.346150e-04 1.633298e-05 1.00
#> 78 -3.493150685 8.938350e-04 1.749189e-05 1.00
#> 79 -3.473581213 9.568903e-04 1.872585e-05 1.00
#> 80 -3.454011742 1.024002e-03 2.003918e-05 1.00
#> 81 -3.434442270 1.095400e-03 2.143642e-05 1.00
#> 82 -3.414872798 1.171329e-03 2.292229e-05 1.00
#> 83 -3.395303327 1.252040e-03 2.450178e-05 1.00
#> 84 -3.375733855 1.337801e-03 2.618007e-05 1.00
#> 85 -3.356164384 1.428889e-03 2.796261e-05 1.00
#> 86 -3.336594912 1.525594e-03 2.985509e-05 1.00
#> 87 -3.317025440 1.628221e-03 3.186344e-05 1.00
#> 88 -3.297455969 1.737086e-03 3.399387e-05 1.00
#> 89 -3.277886497 1.852520e-03 3.625285e-05 1.00
#> 90 -3.258317025 1.974869e-03 3.864715e-05 1.00
#> 91 -3.238747554 2.104492e-03 4.118381e-05 1.00
#> 92 -3.219178082 2.241764e-03 4.387016e-05 1.00
#> 93 -3.199608611 2.387076e-03 4.671384e-05 1.00
#> 94 -3.180039139 2.540834e-03 4.972280e-05 1.00
#> 95 -3.160469667 2.703460e-03 5.290532e-05 1.00
#> 96 -3.140900196 2.875394e-03 5.626997e-05 1.00
#> 97 -3.121330724 3.057092e-03 5.982570e-05 1.00
#> 98 -3.101761252 3.249026e-03 6.358176e-05 1.00
#> 99 -3.082191781 3.451689e-03 6.754777e-05 1.00
#> 100 -3.062622309 3.665589e-03 7.173368e-05 1.00
#> 101 -3.043052838 3.891254e-03 7.614983e-05 1.00
#> 102 -3.023483366 4.129230e-03 8.080689e-05 1.00
#> 103 -3.003913894 4.380082e-03 8.571593e-05 1.00
#> 104 -2.984344423 4.644394e-03 9.088839e-05 1.00
#> 105 -2.964774951 4.922771e-03 9.633607e-05 1.00
#> 106 -2.945205479 5.215834e-03 1.020712e-04 1.00
#> 107 -2.925636008 5.524229e-03 1.081063e-04 1.00
#> 108 -2.906066536 5.848618e-03 1.144544e-04 1.00
#> 109 -2.886497065 6.189684e-03 1.211289e-04 1.00
#> 110 -2.866927593 6.548132e-03 1.281436e-04 1.00
#> 111 -2.847358121 6.924685e-03 1.355125e-04 1.00
#> 112 -2.827788650 7.320089e-03 1.432503e-04 1.00
#> 113 -2.808219178 7.735107e-03 1.513720e-04 1.00
#> 114 -2.788649706 8.170525e-03 1.598929e-04 1.00
#> 115 -2.769080235 8.627149e-03 1.688288e-04 1.00
#> 116 -2.749510763 9.105804e-03 1.781959e-04 1.00
#> 117 -2.729941292 9.607336e-03 1.880106e-04 1.00
#> 118 -2.710371820 1.013261e-02 1.982900e-04 1.00
#> 119 -2.690802348 1.068251e-02 2.090512e-04 1.00
#> 120 -2.671232877 1.125795e-02 2.203122e-04 1.00
#> 121 -2.651663405 1.185983e-02 2.320908e-04 1.00
#> 122 -2.632093933 1.248912e-02 2.444055e-04 1.00
#> 123 -2.612524462 1.314675e-02 2.572751e-04 1.00
#> 124 -2.592954990 1.383372e-02 2.707187e-04 1.00
#> 125 -2.573385519 1.455101e-02 2.847557e-04 0.99
#> 126 -2.553816047 1.529963e-02 2.994058e-04 0.99
#> 127 -2.534246575 1.608061e-02 3.146891e-04 0.99
#> 128 -2.514677104 1.689498e-02 3.306259e-04 0.99
#> 129 -2.495107632 1.774379e-02 3.472368e-04 0.99
#> 130 -2.475538160 1.862812e-02 3.645426e-04 0.99
#> 131 -2.455968689 1.954903e-02 3.825644e-04 0.99
#> 132 -2.436399217 2.050761e-02 4.013234e-04 0.99
#> 133 -2.416829746 2.150496e-02 4.208410e-04 0.99
#> 134 -2.397260274 2.254218e-02 4.411388e-04 0.99
#> 135 -2.377690802 2.362038e-02 4.622386e-04 0.99
#> 136 -2.358121331 2.474067e-02 4.841622e-04 0.99
#> 137 -2.338551859 2.590418e-02 5.069314e-04 0.99
#> 138 -2.318982387 2.711202e-02 5.305682e-04 0.99
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#> 141 -2.260273973 3.101272e-02 6.069029e-04 0.99
#> 142 -2.240704501 3.240907e-02 6.342288e-04 0.99
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#> 149 -2.103718200 4.364120e-02 8.540357e-04 0.99
#> 150 -2.084148728 4.546664e-02 8.897585e-04 0.99
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#> 154 -2.005870841 5.335981e-02 1.044224e-03 0.99
#> 155 -1.986301370 5.548541e-02 1.085821e-03 0.99
#> 156 -1.966731898 5.767360e-02 1.128643e-03 0.99
#> 157 -1.947162427 5.992513e-02 1.172704e-03 0.95
#> 158 -1.927592955 6.224072e-02 1.218019e-03 0.95
#> 159 -1.908023483 6.462103e-02 1.264600e-03 0.95
#> 160 -1.888454012 6.706669e-02 1.312460e-03 0.95
#> 161 -1.868884540 6.957825e-02 1.361610e-03 0.95
#> 162 -1.849315068 7.215623e-02 1.412060e-03 0.95
#> 163 -1.829745597 7.480108e-02 1.463818e-03 0.95
#> 164 -1.810176125 7.751318e-02 1.516893e-03 0.95
#> 165 -1.790606654 8.029286e-02 1.571290e-03 0.95
#> 166 -1.771037182 8.314037e-02 1.627014e-03 0.95
#> 167 -1.751467710 8.605591e-02 1.684070e-03 0.95
#> 168 -1.731898239 8.903958e-02 1.742458e-03 0.95
#> 169 -1.712328767 9.209143e-02 1.802182e-03 0.95
#> 170 -1.692759295 9.521140e-02 1.863238e-03 0.95
#> 171 -1.673189824 9.839939e-02 1.925625e-03 0.95
#> 172 -1.653620352 1.016552e-01 1.989339e-03 0.95
#> 173 -1.634050881 1.049785e-01 2.054375e-03 0.95
#> 174 -1.614481409 1.083690e-01 2.120724e-03 0.95
#> 175 -1.594911937 1.118261e-01 2.188378e-03 0.95
#> 176 -1.575342466 1.153493e-01 2.257326e-03 0.95
#> 177 -1.555772994 1.189380e-01 2.327554e-03 0.95
#> 178 -1.536203523 1.225913e-01 2.399048e-03 0.95
#> 179 -1.516634051 1.263085e-01 2.471792e-03 0.95
#> 180 -1.497064579 1.300886e-01 2.545766e-03 0.95
#> 181 -1.477495108 1.339305e-01 2.620950e-03 0.95
#> 182 -1.457925636 1.378330e-01 2.697321e-03 0.95
#> 183 -1.438356164 1.417950e-01 2.774855e-03 0.95
#> 184 -1.418786693 1.458150e-01 2.853525e-03 0.95
#> 185 -1.399217221 1.498916e-01 2.933301e-03 0.95
#> 186 -1.379647750 1.540231e-01 3.014153e-03 0.95
#> 187 -1.360078278 1.582079e-01 3.096048e-03 0.95
#> 188 -1.340508806 1.624442e-01 3.178950e-03 0.95
#> 189 -1.320939335 1.667301e-01 3.262822e-03 0.95
#> 190 -1.301369863 1.710635e-01 3.347625e-03 0.95
#> 191 -1.281800391 1.754424e-01 3.433316e-03 0.80
#> 192 -1.262230920 1.798644e-01 3.519853e-03 0.80
#> 193 -1.242661448 1.843273e-01 3.607190e-03 0.80
#> 194 -1.223091977 1.888286e-01 3.695278e-03 0.80
#> 195 -1.203522505 1.933658e-01 3.784068e-03 0.80
#> 196 -1.183953033 1.979361e-01 3.873507e-03 0.80
#> 197 -1.164383562 2.025369e-01 3.963543e-03 0.80
#> 198 -1.144814090 2.071653e-01 4.054118e-03 0.80
#> 199 -1.125244618 2.118183e-01 4.145175e-03 0.80
#> 200 -1.105675147 2.164929e-01 4.236655e-03 0.80
#> 201 -1.086105675 2.211860e-01 4.328496e-03 0.80
#> 202 -1.066536204 2.258943e-01 4.420634e-03 0.80
#> 203 -1.046966732 2.306144e-01 4.513005e-03 0.80
#> 204 -1.027397260 2.353430e-01 4.605541e-03 0.80
#> 205 -1.007827789 2.400767e-01 4.698176e-03 0.80
#> 206 -0.988258317 2.448117e-01 4.790839e-03 0.80
#> 207 -0.968688845 2.495446e-01 4.883459e-03 0.80
#> 208 -0.949119374 2.542716e-01 4.975963e-03 0.80
#> 209 -0.929549902 2.589889e-01 5.068279e-03 0.80
#> 210 -0.909980431 2.636927e-01 5.160330e-03 0.80
#> 211 -0.890410959 2.683792e-01 5.252042e-03 0.80
#> 212 -0.870841487 2.730444e-01 5.343337e-03 0.80
#> 213 -0.851272016 2.776843e-01 5.434137e-03 0.80
#> 214 -0.831702544 2.822949e-01 5.524365e-03 0.80
#> 215 -0.812133072 2.868722e-01 5.613940e-03 0.80
#> 216 -0.792563601 2.914120e-01 5.702783e-03 0.80
#> 217 -0.772994129 2.959104e-01 5.790814e-03 0.80
#> 218 -0.753424658 3.003632e-01 5.877952e-03 0.80
#> 219 -0.733855186 3.047662e-01 5.964117e-03 0.80
#> 220 -0.714285714 3.091154e-01 6.049229e-03 0.80
#> 221 -0.694716243 3.134066e-01 6.133205e-03 0.80
#> 222 -0.675146771 3.176357e-01 6.215966e-03 0.80
#> 223 -0.655577299 3.217986e-01 6.297432e-03 0.50
#> 224 -0.636007828 3.258913e-01 6.377523e-03 0.50
#> 225 -0.616438356 3.299096e-01 6.456160e-03 0.50
#> 226 -0.596868885 3.338496e-01 6.533263e-03 0.50
#> 227 -0.577299413 3.377073e-01 6.608756e-03 0.50
#> 228 -0.557729941 3.414787e-01 6.682562e-03 0.50
#> 229 -0.538160470 3.451601e-01 6.754605e-03 0.50
#> 230 -0.518590998 3.487476e-01 6.824810e-03 0.50
#> 231 -0.499021526 3.522374e-01 6.893104e-03 0.50
#> 232 -0.479452055 3.556260e-01 6.959417e-03 0.50
#> 233 -0.459882583 3.589097e-01 7.023676e-03 0.50
#> 234 -0.440313112 3.620850e-01 7.085816e-03 0.50
#> 235 -0.420743640 3.651485e-01 7.145767e-03 0.50
#> 236 -0.401174168 3.680970e-01 7.203467e-03 0.50
#> 237 -0.381604697 3.709271e-01 7.258852e-03 0.50
#> 238 -0.362035225 3.736360e-01 7.311863e-03 0.50
#> 239 -0.342465753 3.762205e-01 7.362440e-03 0.50
#> 240 -0.322896282 3.786778e-01 7.410529e-03 0.50
#> 241 -0.303326810 3.810053e-01 7.456076e-03 0.50
#> 242 -0.283757339 3.832002e-01 7.499030e-03 0.50
#> 243 -0.264187867 3.852603e-01 7.539344e-03 0.50
#> 244 -0.244618395 3.871831e-01 7.576973e-03 0.50
#> 245 -0.225048924 3.889665e-01 7.611873e-03 0.50
#> 246 -0.205479452 3.906085e-01 7.644007e-03 0.50
#> 247 -0.185909980 3.921073e-01 7.673337e-03 0.50
#> 248 -0.166340509 3.934611e-01 7.699830e-03 0.50
#> 249 -0.146771037 3.946684e-01 7.723456e-03 0.50
#> 250 -0.127201566 3.957278e-01 7.744188e-03 0.50
#> 251 -0.107632094 3.966382e-01 7.762003e-03 0.50
#> 252 -0.088062622 3.973984e-01 7.776880e-03 0.50
#> 253 -0.068493151 3.980076e-01 7.788803e-03 0.50
#> 254 -0.048923679 3.984651e-01 7.797756e-03 0.50
#> 255 -0.029354207 3.987704e-01 7.803731e-03 0.50
#> 256 -0.009784736 3.989232e-01 7.806720e-03 0.50
#> 257 0.009784736 3.989232e-01 7.806720e-03 0.50
#> 258 0.029354207 3.987704e-01 7.803731e-03 0.50
#> 259 0.048923679 3.984651e-01 7.797756e-03 0.50
#> 260 0.068493151 3.980076e-01 7.788803e-03 0.50
#> 261 0.088062622 3.973984e-01 7.776880e-03 0.50
#> 262 0.107632094 3.966382e-01 7.762003e-03 0.50
#> 263 0.127201566 3.957278e-01 7.744188e-03 0.50
#> 264 0.146771037 3.946684e-01 7.723456e-03 0.50
#> 265 0.166340509 3.934611e-01 7.699830e-03 0.50
#> 266 0.185909980 3.921073e-01 7.673337e-03 0.50
#> 267 0.205479452 3.906085e-01 7.644007e-03 0.50
#> 268 0.225048924 3.889665e-01 7.611873e-03 0.50
#> 269 0.244618395 3.871831e-01 7.576973e-03 0.50
#> 270 0.264187867 3.852603e-01 7.539344e-03 0.50
#> 271 0.283757339 3.832002e-01 7.499030e-03 0.50
#> 272 0.303326810 3.810053e-01 7.456076e-03 0.50
#> 273 0.322896282 3.786778e-01 7.410529e-03 0.50
#> 274 0.342465753 3.762205e-01 7.362440e-03 0.50
#> 275 0.362035225 3.736360e-01 7.311863e-03 0.50
#> 276 0.381604697 3.709271e-01 7.258852e-03 0.50
#> 277 0.401174168 3.680970e-01 7.203467e-03 0.50
#> 278 0.420743640 3.651485e-01 7.145767e-03 0.50
#> 279 0.440313112 3.620850e-01 7.085816e-03 0.50
#> 280 0.459882583 3.589097e-01 7.023676e-03 0.50
#> 281 0.479452055 3.556260e-01 6.959417e-03 0.50
#> 282 0.499021526 3.522374e-01 6.893104e-03 0.50
#> 283 0.518590998 3.487476e-01 6.824810e-03 0.50
#> 284 0.538160470 3.451601e-01 6.754605e-03 0.50
#> 285 0.557729941 3.414787e-01 6.682562e-03 0.50
#> 286 0.577299413 3.377073e-01 6.608756e-03 0.50
#> 287 0.596868885 3.338496e-01 6.533263e-03 0.50
#> 288 0.616438356 3.299096e-01 6.456160e-03 0.50
#> 289 0.636007828 3.258913e-01 6.377523e-03 0.50
#> 290 0.655577299 3.217986e-01 6.297432e-03 0.50
#> 291 0.675146771 3.176357e-01 6.215966e-03 0.50
#> 292 0.694716243 3.134066e-01 6.133205e-03 0.80
#> 293 0.714285714 3.091154e-01 6.049229e-03 0.80
#> 294 0.733855186 3.047662e-01 5.964117e-03 0.80
#> 295 0.753424658 3.003632e-01 5.877952e-03 0.80
#> 296 0.772994129 2.959104e-01 5.790814e-03 0.80
#> 297 0.792563601 2.914120e-01 5.702783e-03 0.80
#> 298 0.812133072 2.868722e-01 5.613940e-03 0.80
#> 299 0.831702544 2.822949e-01 5.524365e-03 0.80
#> 300 0.851272016 2.776843e-01 5.434137e-03 0.80
#> 301 0.870841487 2.730444e-01 5.343337e-03 0.80
#> 302 0.890410959 2.683792e-01 5.252042e-03 0.80
#> 303 0.909980431 2.636927e-01 5.160330e-03 0.80
#> 304 0.929549902 2.589889e-01 5.068279e-03 0.80
#> 305 0.949119374 2.542716e-01 4.975963e-03 0.80
#> 306 0.968688845 2.495446e-01 4.883459e-03 0.80
#> 307 0.988258317 2.448117e-01 4.790839e-03 0.80
#> 308 1.007827789 2.400767e-01 4.698176e-03 0.80
#> 309 1.027397260 2.353430e-01 4.605541e-03 0.80
#> 310 1.046966732 2.306144e-01 4.513005e-03 0.80
#> 311 1.066536204 2.258943e-01 4.420634e-03 0.80
#> 312 1.086105675 2.211860e-01 4.328496e-03 0.80
#> 313 1.105675147 2.164929e-01 4.236655e-03 0.80
#> 314 1.125244618 2.118183e-01 4.145175e-03 0.80
#> 315 1.144814090 2.071653e-01 4.054118e-03 0.80
#> 316 1.164383562 2.025369e-01 3.963543e-03 0.80
#> 317 1.183953033 1.979361e-01 3.873507e-03 0.80
#> 318 1.203522505 1.933658e-01 3.784068e-03 0.80
#> 319 1.223091977 1.888286e-01 3.695278e-03 0.80
#> 320 1.242661448 1.843273e-01 3.607190e-03 0.80
#> 321 1.262230920 1.798644e-01 3.519853e-03 0.80
#> 322 1.281800391 1.754424e-01 3.433316e-03 0.80
#> 323 1.301369863 1.710635e-01 3.347625e-03 0.95
#> 324 1.320939335 1.667301e-01 3.262822e-03 0.95
#> 325 1.340508806 1.624442e-01 3.178950e-03 0.95
#> 326 1.360078278 1.582079e-01 3.096048e-03 0.95
#> 327 1.379647750 1.540231e-01 3.014153e-03 0.95
#> 328 1.399217221 1.498916e-01 2.933301e-03 0.95
#> 329 1.418786693 1.458150e-01 2.853525e-03 0.95
#> 330 1.438356164 1.417950e-01 2.774855e-03 0.95
#> 331 1.457925636 1.378330e-01 2.697321e-03 0.95
#> 332 1.477495108 1.339305e-01 2.620950e-03 0.95
#> 333 1.497064579 1.300886e-01 2.545766e-03 0.95
#> 334 1.516634051 1.263085e-01 2.471792e-03 0.95
#> 335 1.536203523 1.225913e-01 2.399048e-03 0.95
#> 336 1.555772994 1.189380e-01 2.327554e-03 0.95
#> 337 1.575342466 1.153493e-01 2.257326e-03 0.95
#> 338 1.594911937 1.118261e-01 2.188378e-03 0.95
#> 339 1.614481409 1.083690e-01 2.120724e-03 0.95
#> 340 1.634050881 1.049785e-01 2.054375e-03 0.95
#> 341 1.653620352 1.016552e-01 1.989339e-03 0.95
#> 342 1.673189824 9.839939e-02 1.925625e-03 0.95
#> 343 1.692759295 9.521140e-02 1.863238e-03 0.95
#> 344 1.712328767 9.209143e-02 1.802182e-03 0.95
#> 345 1.731898239 8.903958e-02 1.742458e-03 0.95
#> 346 1.751467710 8.605591e-02 1.684070e-03 0.95
#> 347 1.771037182 8.314037e-02 1.627014e-03 0.95
#> 348 1.790606654 8.029286e-02 1.571290e-03 0.95
#> 349 1.810176125 7.751318e-02 1.516893e-03 0.95
#> 350 1.829745597 7.480108e-02 1.463818e-03 0.95
#> 351 1.849315068 7.215623e-02 1.412060e-03 0.95
#> 352 1.868884540 6.957825e-02 1.361610e-03 0.95
#> 353 1.888454012 6.706669e-02 1.312460e-03 0.95
#> 354 1.908023483 6.462103e-02 1.264600e-03 0.95
#> 355 1.927592955 6.224072e-02 1.218019e-03 0.95
#> 356 1.947162427 5.992513e-02 1.172704e-03 0.95
#> 357 1.966731898 5.767360e-02 1.128643e-03 0.95
#> 358 1.986301370 5.548541e-02 1.085821e-03 0.99
#> 359 2.005870841 5.335981e-02 1.044224e-03 0.99
#> 360 2.025440313 5.129599e-02 1.003836e-03 0.99
#> 361 2.045009785 4.929311e-02 9.646406e-04 0.99
#> 362 2.064579256 4.735029e-02 9.266207e-04 0.99
#> 363 2.084148728 4.546664e-02 8.897585e-04 0.99
#> 364 2.103718200 4.364120e-02 8.540357e-04 0.99
#> 365 2.123287671 4.187301e-02 8.194331e-04 0.99
#> 366 2.142857143 4.016108e-02 7.859316e-04 0.99
#> 367 2.162426614 3.850439e-02 7.535110e-04 0.99
#> 368 2.181996086 3.690191e-02 7.221513e-04 0.99
#> 369 2.201565558 3.535258e-02 6.918316e-04 0.99
#> 370 2.221135029 3.385533e-02 6.625312e-04 0.99
#> 371 2.240704501 3.240907e-02 6.342288e-04 0.99
#> 372 2.260273973 3.101272e-02 6.069029e-04 0.99
#> 373 2.279843444 2.966517e-02 5.805320e-04 0.99
#> 374 2.299412916 2.836531e-02 5.550944e-04 0.99
#> 375 2.318982387 2.711202e-02 5.305682e-04 0.99
#> 376 2.338551859 2.590418e-02 5.069314e-04 0.99
#> 377 2.358121331 2.474067e-02 4.841622e-04 0.99
#> 378 2.377690802 2.362038e-02 4.622386e-04 0.99
#> 379 2.397260274 2.254218e-02 4.411388e-04 0.99
#> 380 2.416829746 2.150496e-02 4.208410e-04 0.99
#> 381 2.436399217 2.050761e-02 4.013234e-04 0.99
#> 382 2.455968689 1.954903e-02 3.825644e-04 0.99
#> 383 2.475538160 1.862812e-02 3.645426e-04 0.99
#> 384 2.495107632 1.774379e-02 3.472368e-04 0.99
#> 385 2.514677104 1.689498e-02 3.306259e-04 0.99
#> 386 2.534246575 1.608061e-02 3.146891e-04 0.99
#> 387 2.553816047 1.529963e-02 2.994058e-04 0.99
#> 388 2.573385519 1.455101e-02 2.847557e-04 0.99
#> 389 2.592954990 1.383372e-02 2.707187e-04 1.00
#> 390 2.612524462 1.314675e-02 2.572751e-04 1.00
#> 391 2.632093933 1.248912e-02 2.444055e-04 1.00
#> 392 2.651663405 1.185983e-02 2.320908e-04 1.00
#> 393 2.671232877 1.125795e-02 2.203122e-04 1.00
#> 394 2.690802348 1.068251e-02 2.090512e-04 1.00
#> 395 2.710371820 1.013261e-02 1.982900e-04 1.00
#> 396 2.729941292 9.607336e-03 1.880106e-04 1.00
#> 397 2.749510763 9.105804e-03 1.781959e-04 1.00
#> 398 2.769080235 8.627149e-03 1.688288e-04 1.00
#> 399 2.788649706 8.170525e-03 1.598929e-04 1.00
#> 400 2.808219178 7.735107e-03 1.513720e-04 1.00
#> 401 2.827788650 7.320089e-03 1.432503e-04 1.00
#> 402 2.847358121 6.924685e-03 1.355125e-04 1.00
#> 403 2.866927593 6.548132e-03 1.281436e-04 1.00
#> 404 2.886497065 6.189684e-03 1.211289e-04 1.00
#> 405 2.906066536 5.848618e-03 1.144544e-04 1.00
#> 406 2.925636008 5.524229e-03 1.081063e-04 1.00
#> 407 2.945205479 5.215834e-03 1.020712e-04 1.00
#> 408 2.964774951 4.922771e-03 9.633607e-05 1.00
#> 409 2.984344423 4.644394e-03 9.088839e-05 1.00
#> 410 3.003913894 4.380082e-03 8.571593e-05 1.00
#> 411 3.023483366 4.129230e-03 8.080689e-05 1.00
#> 412 3.043052838 3.891254e-03 7.614983e-05 1.00
#> 413 3.062622309 3.665589e-03 7.173368e-05 1.00
#> 414 3.082191781 3.451689e-03 6.754777e-05 1.00
#> 415 3.101761252 3.249026e-03 6.358176e-05 1.00
#> 416 3.121330724 3.057092e-03 5.982570e-05 1.00
#> 417 3.140900196 2.875394e-03 5.626997e-05 1.00
#> 418 3.160469667 2.703460e-03 5.290532e-05 1.00
#> 419 3.180039139 2.540834e-03 4.972280e-05 1.00
#> 420 3.199608611 2.387076e-03 4.671384e-05 1.00
#> 421 3.219178082 2.241764e-03 4.387016e-05 1.00
#> 422 3.238747554 2.104492e-03 4.118381e-05 1.00
#> 423 3.258317025 1.974869e-03 3.864715e-05 1.00
#> 424 3.277886497 1.852520e-03 3.625285e-05 1.00
#> 425 3.297455969 1.737086e-03 3.399387e-05 1.00
#> 426 3.317025440 1.628221e-03 3.186344e-05 1.00
#> 427 3.336594912 1.525594e-03 2.985509e-05 1.00
#> 428 3.356164384 1.428889e-03 2.796261e-05 1.00
#> 429 3.375733855 1.337801e-03 2.618007e-05 1.00
#> 430 3.395303327 1.252040e-03 2.450178e-05 1.00
#> 431 3.414872798 1.171329e-03 2.292229e-05 1.00
#> 432 3.434442270 1.095400e-03 2.143642e-05 1.00
#> 433 3.454011742 1.024002e-03 2.003918e-05 1.00
#> 434 3.473581213 9.568903e-04 1.872585e-05 1.00
#> 435 3.493150685 8.938350e-04 1.749189e-05 1.00
#> 436 3.512720157 8.346150e-04 1.633298e-05 1.00
#> 437 3.532289628 7.790202e-04 1.524502e-05 1.00
#> 438 3.551859100 7.268503e-04 1.422408e-05 1.00
#> 439 3.571428571 6.779144e-04 1.326643e-05 1.00
#> 440 3.590998043 6.320311e-04 1.236852e-05 1.00
#> 441 3.610567515 5.890277e-04 1.152697e-05 1.00
#> 442 3.630136986 5.487400e-04 1.073856e-05 1.00
#> 443 3.649706458 5.110122e-04 1.000024e-05 1.00
#> 444 3.669275930 4.756961e-04 9.309125e-06 1.00
#> 445 3.688845401 4.426511e-04 8.662452e-06 1.00
#> 446 3.708414873 4.117439e-04 8.057615e-06 1.00
#> 447 3.727984344 3.828481e-04 7.492140e-06 1.00
#> 448 3.747553816 3.558439e-04 6.963681e-06 1.00
#> 449 3.767123288 3.306178e-04 6.470020e-06 1.00
#> 450 3.786692759 3.070624e-04 6.009052e-06 1.00
#> 451 3.806262231 2.850760e-04 5.578790e-06 1.00
#> 452 3.825831703 2.645626e-04 5.177353e-06 1.00
#> 453 3.845401174 2.454313e-04 4.802963e-06 1.00
#> 454 3.864970646 2.275962e-04 4.453940e-06 1.00
#> 455 3.884540117 2.109764e-04 4.128698e-06 1.00
#> 456 3.904109589 1.954953e-04 3.825741e-06 1.00
#> 457 3.923679061 1.810808e-04 3.543658e-06 1.00
#> 458 3.943248532 1.676649e-04 3.281116e-06 1.00
#> 459 3.962818004 1.551836e-04 3.036862e-06 1.00
#> 460 3.982387476 1.435764e-04 2.809715e-06 1.00
#> 461 4.001956947 1.327865e-04 2.598562e-06 1.00
#> 462 4.021526419 1.227604e-04 2.402358e-06 1.00
#> 463 4.041095890 1.134479e-04 2.220117e-06 1.00
#> 464 4.060665362 1.048017e-04 2.050916e-06 1.00
#> 465 4.080234834 9.677744e-05 1.893884e-06 1.00
#> 466 4.099804305 8.933330e-05 1.748206e-06 1.00
#> 467 4.119373777 8.243020e-05 1.613116e-06 1.00
#> 468 4.138943249 7.603140e-05 1.487895e-06 1.00
#> 469 4.158512720 7.010247e-05 1.371869e-06 1.00
#> 470 4.178082192 6.461113e-05 1.264406e-06 1.00
#> 471 4.197651663 5.952714e-05 1.164915e-06 1.00
#> 472 4.217221135 5.482219e-05 1.072842e-06 1.00
#> 473 4.236790607 5.046978e-05 9.876674e-07 1.00
#> 474 4.256360078 4.644512e-05 9.089070e-07 1.00
#> 475 4.275929550 4.272504e-05 8.361070e-07 1.00
#> 476 4.295499022 3.928788e-05 7.688435e-07 1.00
#> 477 4.315068493 3.611340e-05 7.067205e-07 1.00
#> 478 4.334637965 3.318271e-05 6.493684e-07 1.00
#> 479 4.354207436 3.047817e-05 5.964421e-07 1.00
#> 480 4.373776908 2.798335e-05 5.476197e-07 1.00
#> 481 4.393346380 2.568291e-05 5.026013e-07 1.00
#> 482 4.412915851 2.356256e-05 4.611070e-07 1.00
#> 483 4.432485323 2.160898e-05 4.228765e-07 1.00
#> 484 4.452054795 1.980979e-05 3.876673e-07 1.00
#> 485 4.471624266 1.815344e-05 3.552535e-07 1.00
#> 486 4.491193738 1.662922e-05 3.254252e-07 1.00
#> 487 4.510763209 1.522714e-05 2.979873e-07 1.00
#> 488 4.530332681 1.393794e-05 2.727584e-07 1.00
#> 489 4.549902153 1.275301e-05 2.495698e-07 1.00
#> 490 4.569471624 1.166434e-05 2.282651e-07 1.00
#> 491 4.589041096 1.066453e-05 2.086993e-07 1.00
#> 492 4.608610568 9.746676e-06 1.907374e-07 1.00
#> 493 4.628180039 8.904411e-06 1.742547e-07 1.00
#> 494 4.647749511 8.131816e-06 1.591354e-07 1.00
#> 495 4.667318982 7.423412e-06 1.452723e-07 1.00
#> 496 4.686888454 6.774126e-06 1.325661e-07 1.00
#> 497 4.706457926 6.179262e-06 1.209250e-07 1.00
#> 498 4.726027397 5.634478e-06 1.102638e-07 1.00
#> 499 4.745596869 5.135757e-06 1.005041e-07 1.00
#> 500 4.765166341 4.679386e-06 9.157316e-08 1.00
#> 501 4.784735812 4.261936e-06 8.340389e-08 1.00
#> 502 4.804305284 3.880242e-06 7.593432e-08 1.00
#> 503 4.823874755 3.531378e-06 6.910724e-08 1.00
#> 504 4.843444227 3.212650e-06 6.286989e-08 1.00
#> 505 4.863013699 2.921569e-06 5.717360e-08 1.00
#> 506 4.882583170 2.655845e-06 5.197351e-08 1.00
#> 507 4.902152642 2.413364e-06 4.722829e-08 1.00
#> 508 4.921722114 2.192183e-06 4.289988e-08 1.00
#> 509 4.941291585 1.990510e-06 3.895325e-08 1.00
#> 510 4.960861057 1.806698e-06 3.535614e-08 1.00
#> 511 4.980430528 1.639232e-06 3.207892e-08 1.00
#> 512 5.000000000 1.486720e-06 2.909433e-08 1.00
#>
#> $breaks
#> 99% 95% 80% 50% <NA>
#> 0.01455101 0.05767360 0.17544237 0.31763571 Inf
#>
#> $data
#> NULL
#>
get_hdr_1d(method = "fun", fun = f, range = c(-5, 5), args = list(sd = .5))
#> $df_est
#> x fhat fhat_discretized hdr
#> 1 -5.000000000 1.538920e-22 3.011585e-24 1.00
#> 2 -4.980430528 2.274373e-22 4.450827e-24 1.00
#> 3 -4.960861057 3.356155e-22 6.567817e-24 1.00
#> 4 -4.941291585 4.944895e-22 9.676897e-24 1.00
#> 5 -4.921722114 7.274562e-22 1.423593e-23 1.00
#> 6 -4.902152642 1.068541e-21 2.091079e-23 1.00
#> 7 -4.882583170 1.567150e-21 3.066830e-23 1.00
#> 8 -4.863013699 2.294904e-21 4.491006e-23 1.00
#> 9 -4.843444227 3.355469e-21 6.566476e-23 1.00
#> 10 -4.823874755 4.898653e-21 9.586405e-23 1.00
#> 11 -4.804305284 7.140602e-21 1.397378e-22 1.00
#> 12 -4.784735812 1.039268e-20 2.033793e-22 1.00
#> 13 -4.765166341 1.510272e-20 2.955523e-22 1.00
#> 14 -4.745596869 2.191379e-20 4.288414e-22 1.00
#> 15 -4.726027397 3.174787e-20 6.212891e-22 1.00
#> 16 -4.706457926 4.592470e-20 8.987222e-22 1.00
#> 17 -4.686888454 6.633043e-20 1.298052e-21 1.00
#> 18 -4.667318982 9.565640e-20 1.871945e-21 1.00
#> 19 -4.647749511 1.377368e-19 2.695436e-21 1.00
#> 20 -4.628180039 1.980253e-19 3.875250e-21 1.00
#> 21 -4.608610568 2.842667e-19 5.562949e-21 1.00
#> 22 -4.589041096 4.074423e-19 7.973430e-21 1.00
#> 23 -4.569471624 5.830971e-19 1.141090e-20 1.00
#> 24 -4.549902153 8.332022e-19 1.630533e-20 1.00
#> 25 -4.530332681 1.188761e-18 2.326343e-20 1.00
#> 26 -4.510763209 1.693455e-18 3.314002e-20 1.00
#> 27 -4.491193738 2.408726e-18 4.713749e-20 1.00
#> 28 -4.471624266 3.420864e-18 6.694450e-20 1.00
#> 29 -4.452054795 4.850863e-18 9.492882e-20 1.00
#> 30 -4.432485323 6.868104e-18 1.344052e-19 1.00
#> 31 -4.412915851 9.709334e-18 1.900065e-19 1.00
#> 32 -4.393346380 1.370493e-17 2.681982e-19 1.00
#> 33 -4.373776908 1.931518e-17 3.779879e-19 1.00
#> 34 -4.354207436 2.718038e-17 5.319057e-19 1.00
#> 35 -4.334637965 3.818977e-17 7.473537e-19 1.00
#> 36 -4.315068493 5.357637e-17 1.048461e-18 1.00
#> 37 -4.295499022 7.504715e-17 1.468633e-18 1.00
#> 38 -4.275929550 1.049615e-16 2.054040e-18 1.00
#> 39 -4.256360078 1.465751e-16 2.868398e-18 1.00
#> 40 -4.236790607 2.043739e-16 3.999489e-18 1.00
#> 41 -4.217221135 2.845281e-16 5.568065e-18 1.00
#> 42 -4.197651663 3.955121e-16 7.739963e-18 1.00
#> 43 -4.178082192 5.489453e-16 1.074257e-17 1.00
#> 44 -4.158512720 7.607344e-16 1.488717e-17 1.00
#> 45 -4.138943249 1.052620e-15 2.059922e-17 1.00
#> 46 -4.119373777 1.454271e-15 2.845931e-17 1.00
#> 47 -4.099804305 2.006104e-15 3.925839e-17 1.00
#> 48 -4.080234834 2.763098e-15 5.407236e-17 1.00
#> 49 -4.060665362 3.799915e-15 7.436233e-17 1.00
#> 50 -4.041095890 5.217785e-15 1.021093e-16 1.00
#> 51 -4.021526419 7.153742e-15 1.399949e-16 1.00
#> 52 -4.001956947 9.792984e-15 1.916435e-16 1.00
#> 53 -3.982387476 1.338541e-14 2.619453e-16 1.00
#> 54 -3.962818004 1.826765e-14 3.574883e-16 1.00
#> 55 -3.943248532 2.489251e-14 4.871333e-16 1.00
#> 56 -3.923679061 3.386799e-14 6.627787e-16 1.00
#> 57 -3.904109589 4.600921e-14 9.003760e-16 1.00
#> 58 -3.884540117 6.240723e-14 1.221277e-15 1.00
#> 59 -3.864970646 8.452006e-14 1.654013e-15 1.00
#> 60 -3.845401174 1.142929e-13 2.236652e-15 1.00
#> 61 -3.825831703 1.543170e-13 3.019901e-15 1.00
#> 62 -3.806262231 2.080380e-13 4.071194e-15 1.00
#> 63 -3.786692759 2.800312e-13 5.480062e-15 1.00
#> 64 -3.767123288 3.763612e-13 7.365190e-15 1.00
#> 65 -3.747553816 5.050542e-13 9.883645e-15 1.00
#> 66 -3.727984344 6.767152e-13 1.324296e-14 1.00
#> 67 -3.708414873 9.053334e-13 1.771690e-14 1.00
#> 68 -3.688845401 1.209333e-12 2.366601e-14 1.00
#> 69 -3.669275930 1.612939e-12 3.156437e-14 1.00
#> 70 -3.649706458 2.147953e-12 4.203431e-14 1.00
#> 71 -3.630136986 2.856053e-12 5.589145e-14 1.00
#> 72 -3.610567515 3.791775e-12 7.420303e-14 1.00
#> 73 -3.590998043 5.026359e-12 9.836319e-14 1.00
#> 74 -3.571428571 6.652719e-12 1.301902e-13 1.00
#> 75 -3.551859100 8.791837e-12 1.720516e-13 1.00
#> 76 -3.532289628 1.160098e-11 2.270251e-13 1.00
#> 77 -3.512720157 1.528427e-11 2.991050e-13 1.00
#> 78 -3.493150685 2.010616e-11 3.934670e-13 1.00
#> 79 -3.473581213 2.640879e-11 5.168060e-13 1.00
#> 80 -3.454011742 3.463399e-11 6.777689e-13 1.00
#> 81 -3.434442270 4.535146e-11 8.875041e-13 1.00
#> 82 -3.414872798 5.929454e-11 1.160363e-12 1.00
#> 83 -3.395303327 7.740570e-11 1.514789e-12 1.00
#> 84 -3.375733855 1.008941e-10 1.974445e-12 1.00
#> 85 -3.356164384 1.313087e-10 2.569642e-12 1.00
#> 86 -3.336594912 1.706302e-10 3.339143e-12 1.00
#> 87 -3.317025440 2.213874e-10 4.332435e-12 1.00
#> 88 -3.297455969 2.868037e-10 5.612597e-12 1.00
#> 89 -3.277886497 3.709807e-10 7.259896e-12 1.00
#> 90 -3.258317025 4.791291e-10 9.376303e-12 1.00
#> 91 -3.238747554 6.178578e-10 1.209115e-11 1.00
#> 92 -3.219178082 7.955349e-10 1.556820e-11 1.00
#> 93 -3.199608611 1.022739e-09 2.001445e-11 1.00
#> 94 -3.180039139 1.312819e-09 2.569117e-11 1.00
#> 95 -3.160469667 1.682595e-09 3.292750e-11 1.00
#> 96 -3.140900196 2.153224e-09 4.213746e-11 1.00
#> 97 -3.121330724 2.751272e-09 5.384095e-11 1.00
#> 98 -3.101761252 3.510045e-09 6.868972e-11 1.00
#> 99 -3.082191781 4.471224e-09 8.749949e-11 1.00
#> 100 -3.062622309 5.686891e-09 1.112894e-10 1.00
#> 101 -3.043052838 7.222010e-09 1.413309e-10 1.00
#> 102 -3.023483366 9.157481e-09 1.792071e-10 1.00
#> 103 -3.003913894 1.159388e-08 2.268860e-10 1.00
#> 104 -2.984344423 1.465602e-08 2.868106e-10 1.00
#> 105 -2.964774951 1.849857e-08 3.620073e-10 1.00
#> 106 -2.945205479 2.331283e-08 4.562198e-10 1.00
#> 107 -2.925636008 2.933503e-08 5.740710e-10 1.00
#> 108 -2.906066536 3.685639e-08 7.212601e-10 1.00
#> 109 -2.886497065 4.623531e-08 9.048007e-10 1.00
#> 110 -2.866927593 5.791213e-08 1.133310e-09 1.00
#> 111 -2.847358121 7.242691e-08 1.417356e-09 1.00
#> 112 -2.827788650 9.044095e-08 1.769882e-09 1.00
#> 113 -2.808219178 1.127626e-07 2.206704e-09 1.00
#> 114 -2.788649706 1.403782e-07 2.747127e-09 1.00
#> 115 -2.769080235 1.744894e-07 3.414665e-09 1.00
#> 116 -2.749510763 2.165574e-07 4.237914e-09 1.00
#> 117 -2.729941292 2.683563e-07 5.251591e-09 1.00
#> 118 -2.710371820 3.320361e-07 6.497771e-09 1.00
#> 119 -2.690802348 4.101980e-07 8.027358e-09 1.00
#> 120 -2.671232877 5.059836e-07 9.901832e-09 1.00
#> 121 -2.651663405 6.231809e-07 1.219532e-08 1.00
#> 122 -2.632093933 7.663489e-07 1.499704e-08 1.00
#> 123 -2.612524462 9.409654e-07 1.841420e-08 1.00
#> 124 -2.592954990 1.153601e-06 2.257535e-08 1.00
#> 125 -2.573385519 1.412121e-06 2.763447e-08 1.00
#> 126 -2.553816047 1.725931e-06 3.377555e-08 1.00
#> 127 -2.534246575 2.106247e-06 4.121815e-08 1.00
#> 128 -2.514677104 2.566434e-06 5.022375e-08 1.00
#> 129 -2.495107632 3.122378e-06 6.110330e-08 1.00
#> 130 -2.475538160 3.792938e-06 7.422579e-08 1.00
#> 131 -2.455968689 4.600453e-06 9.002844e-08 1.00
#> 132 -2.436399217 5.571347e-06 1.090283e-07 1.00
#> 133 -2.416829746 6.736814e-06 1.318359e-07 1.00
#> 134 -2.397260274 8.133616e-06 1.591706e-07 1.00
#> 135 -2.377690802 9.804996e-06 1.918786e-07 1.00
#> 136 -2.358121331 1.180174e-05 2.309538e-07 1.00
#> 137 -2.338551859 1.418336e-05 2.775609e-07 1.00
#> 138 -2.318982387 1.701951e-05 3.330629e-07 1.00
#> 139 -2.299412916 2.039153e-05 3.990515e-07 1.00
#> 140 -2.279843444 2.439424e-05 4.773823e-07 1.00
#> 141 -2.260273973 2.913798e-05 5.702148e-07 1.00
#> 142 -2.240704501 3.475091e-05 6.800570e-07 1.00
#> 143 -2.221135029 4.138165e-05 8.098170e-07 1.00
#> 144 -2.201565558 4.920215e-05 9.628601e-07 1.00
#> 145 -2.181996086 5.841107e-05 1.143074e-06 1.00
#> 146 -2.162426614 6.923742e-05 1.354940e-06 1.00
#> 147 -2.142857143 8.194479e-05 1.603616e-06 1.00
#> 148 -2.123287671 9.683593e-05 1.895028e-06 1.00
#> 149 -2.103718200 1.142580e-04 2.235968e-06 1.00
#> 150 -2.084148728 1.346081e-04 2.634209e-06 1.00
#> 151 -2.064579256 1.583399e-04 3.098629e-06 1.00
#> 152 -2.045009785 1.859707e-04 3.639348e-06 1.00
#> 153 -2.025440313 2.180888e-04 4.267882e-06 1.00
#> 154 -2.005870841 2.553624e-04 4.997306e-06 1.00
#> 155 -1.986301370 2.985487e-04 5.842440e-06 1.00
#> 156 -1.966731898 3.485043e-04 6.820044e-06 1.00
#> 157 -1.947162427 4.061962e-04 7.949044e-06 1.00
#> 158 -1.927592955 4.727137e-04 9.250758e-06 1.00
#> 159 -1.908023483 5.492820e-04 1.074916e-05 1.00
#> 160 -1.888454012 6.372755e-04 1.247115e-05 1.00
#> 161 -1.868884540 7.382336e-04 1.444684e-05 1.00
#> 162 -1.849315068 8.538767e-04 1.670992e-05 1.00
#> 163 -1.829745597 9.861232e-04 1.929791e-05 1.00
#> 164 -1.810176125 1.137109e-03 2.225261e-05 1.00
#> 165 -1.790606654 1.309204e-03 2.562044e-05 1.00
#> 166 -1.771037182 1.505039e-03 2.945281e-05 1.00
#> 167 -1.751467710 1.727518e-03 3.380661e-05 1.00
#> 168 -1.731898239 1.979850e-03 3.874461e-05 1.00
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#> 170 -1.692759295 2.588545e-03 5.065645e-05 1.00
#> 171 -1.673189824 2.953041e-03 5.778946e-05 1.00
#> 172 -1.653620352 3.363706e-03 6.582595e-05 1.00
#> 173 -1.634050881 3.825615e-03 7.486527e-05 1.00
#> 174 -1.614481409 4.344295e-03 8.501556e-05 1.00
#> 175 -1.594911937 4.925746e-03 9.639425e-05 1.00
#> 176 -1.575342466 5.576471e-03 1.091286e-04 1.00
#> 177 -1.555772994 6.303498e-03 1.233561e-04 1.00
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#> 179 -1.516634051 8.017336e-03 1.568950e-04 1.00
#> 180 -1.497064579 9.021036e-03 1.765369e-04 1.00
#> 181 -1.477495108 1.013485e-02 1.983337e-04 1.00
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#> 183 -1.438356164 1.273338e-02 2.491855e-04 1.00
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#> 186 -1.379647750 1.772734e-02 3.469147e-04 1.00
#> 187 -1.360078278 1.973390e-02 3.861820e-04 1.00
#> 188 -1.340508806 2.193396e-02 4.292360e-04 1.00
#> 189 -1.320939335 2.434198e-02 4.763597e-04 1.00
#> 190 -1.301369863 2.697301e-02 5.278476e-04 1.00
#> 191 -1.281800391 2.984268e-02 5.840054e-04 0.99
#> 192 -1.262230920 3.296710e-02 6.451488e-04 0.99
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#> 197 -1.164383562 5.300497e-02 1.037279e-03 0.99
#> 198 -1.144814090 5.801870e-02 1.135395e-03 0.99
#> 199 -1.125244618 6.340946e-02 1.240890e-03 0.99
#> 200 -1.105675147 6.919502e-02 1.354110e-03 0.99
#> 201 -1.086105675 7.539288e-02 1.475399e-03 0.99
#> 202 -1.066536204 8.202015e-02 1.605091e-03 0.99
#> 203 -1.046966732 8.909340e-02 1.743511e-03 0.99
#> 204 -1.027397260 9.662849e-02 1.890969e-03 0.99
#> 205 -1.007827789 1.046405e-01 2.047758e-03 0.99
#> 206 -0.988258317 1.131433e-01 2.214154e-03 0.99
#> 207 -0.968688845 1.221498e-01 2.390406e-03 0.95
#> 208 -0.949119374 1.316713e-01 2.576738e-03 0.95
#> 209 -0.929549902 1.417178e-01 2.773343e-03 0.95
#> 210 -0.909980431 1.522974e-01 2.980380e-03 0.95
#> 211 -0.890410959 1.634162e-01 3.197970e-03 0.95
#> 212 -0.870841487 1.750784e-01 3.426193e-03 0.95
#> 213 -0.851272016 1.872858e-01 3.665084e-03 0.95
#> 214 -0.831702544 2.000377e-01 3.914631e-03 0.95
#> 215 -0.812133072 2.133307e-01 4.174770e-03 0.95
#> 216 -0.792563601 2.271589e-01 4.445380e-03 0.95
#> 217 -0.772994129 2.415132e-01 4.726285e-03 0.95
#> 218 -0.753424658 2.563815e-01 5.017250e-03 0.95
#> 219 -0.733855186 2.717485e-01 5.317975e-03 0.95
#> 220 -0.714285714 2.875957e-01 5.628096e-03 0.95
#> 221 -0.694716243 3.039012e-01 5.947186e-03 0.95
#> 222 -0.675146771 3.206396e-01 6.274747e-03 0.95
#> 223 -0.655577299 3.377820e-01 6.610215e-03 0.95
#> 224 -0.636007828 3.552963e-01 6.952960e-03 0.80
#> 225 -0.616438356 3.731466e-01 7.302282e-03 0.80
#> 226 -0.596868885 3.912939e-01 7.657415e-03 0.80
#> 227 -0.577299413 4.096957e-01 8.017528e-03 0.80
#> 228 -0.557729941 4.283063e-01 8.381728e-03 0.80
#> 229 -0.538160470 4.470769e-01 8.749058e-03 0.80
#> 230 -0.518590998 4.659558e-01 9.118508e-03 0.80
#> 231 -0.499021526 4.848885e-01 9.489012e-03 0.80
#> 232 -0.479452055 5.038181e-01 9.859455e-03 0.80
#> 233 -0.459882583 5.226855e-01 1.022868e-02 0.80
#> 234 -0.440313112 5.414294e-01 1.059549e-02 0.80
#> 235 -0.420743640 5.599870e-01 1.095865e-02 0.80
#> 236 -0.401174168 5.782941e-01 1.131691e-02 0.80
#> 237 -0.381604697 5.962855e-01 1.166899e-02 0.80
#> 238 -0.362035225 6.138956e-01 1.201361e-02 0.80
#> 239 -0.342465753 6.310584e-01 1.234948e-02 0.50
#> 240 -0.322896282 6.477080e-01 1.267530e-02 0.50
#> 241 -0.303326810 6.637792e-01 1.298981e-02 0.50
#> 242 -0.283757339 6.792080e-01 1.329174e-02 0.50
#> 243 -0.264187867 6.939316e-01 1.357988e-02 0.50
#> 244 -0.244618395 7.078892e-01 1.385302e-02 0.50
#> 245 -0.225048924 7.210222e-01 1.411002e-02 0.50
#> 246 -0.205479452 7.332746e-01 1.434980e-02 0.50
#> 247 -0.185909980 7.445938e-01 1.457131e-02 0.50
#> 248 -0.166340509 7.549304e-01 1.477359e-02 0.50
#> 249 -0.146771037 7.642389e-01 1.495575e-02 0.50
#> 250 -0.127201566 7.724779e-01 1.511699e-02 0.50
#> 251 -0.107632094 7.796106e-01 1.525657e-02 0.50
#> 252 -0.088062622 7.856048e-01 1.537387e-02 0.50
#> 253 -0.068493151 7.904333e-01 1.546836e-02 0.50
#> 254 -0.048923679 7.940742e-01 1.553961e-02 0.50
#> 255 -0.029354207 7.965107e-01 1.558729e-02 0.50
#> 256 -0.009784736 7.977318e-01 1.561119e-02 0.50
#> 257 0.009784736 7.977318e-01 1.561119e-02 0.50
#> 258 0.029354207 7.965107e-01 1.558729e-02 0.50
#> 259 0.048923679 7.940742e-01 1.553961e-02 0.50
#> 260 0.068493151 7.904333e-01 1.546836e-02 0.50
#> 261 0.088062622 7.856048e-01 1.537387e-02 0.50
#> 262 0.107632094 7.796106e-01 1.525657e-02 0.50
#> 263 0.127201566 7.724779e-01 1.511699e-02 0.50
#> 264 0.146771037 7.642389e-01 1.495575e-02 0.50
#> 265 0.166340509 7.549304e-01 1.477359e-02 0.50
#> 266 0.185909980 7.445938e-01 1.457131e-02 0.50
#> 267 0.205479452 7.332746e-01 1.434980e-02 0.50
#> 268 0.225048924 7.210222e-01 1.411002e-02 0.50
#> 269 0.244618395 7.078892e-01 1.385302e-02 0.50
#> 270 0.264187867 6.939316e-01 1.357988e-02 0.50
#> 271 0.283757339 6.792080e-01 1.329174e-02 0.50
#> 272 0.303326810 6.637792e-01 1.298981e-02 0.50
#> 273 0.322896282 6.477080e-01 1.267530e-02 0.50
#> 274 0.342465753 6.310584e-01 1.234948e-02 0.50
#> 275 0.362035225 6.138956e-01 1.201361e-02 0.80
#> 276 0.381604697 5.962855e-01 1.166899e-02 0.80
#> 277 0.401174168 5.782941e-01 1.131691e-02 0.80
#> 278 0.420743640 5.599870e-01 1.095865e-02 0.80
#> 279 0.440313112 5.414294e-01 1.059549e-02 0.80
#> 280 0.459882583 5.226855e-01 1.022868e-02 0.80
#> 281 0.479452055 5.038181e-01 9.859455e-03 0.80
#> 282 0.499021526 4.848885e-01 9.489012e-03 0.80
#> 283 0.518590998 4.659558e-01 9.118508e-03 0.80
#> 284 0.538160470 4.470769e-01 8.749058e-03 0.80
#> 285 0.557729941 4.283063e-01 8.381728e-03 0.80
#> 286 0.577299413 4.096957e-01 8.017528e-03 0.80
#> 287 0.596868885 3.912939e-01 7.657415e-03 0.80
#> 288 0.616438356 3.731466e-01 7.302282e-03 0.80
#> 289 0.636007828 3.552963e-01 6.952960e-03 0.80
#> 290 0.655577299 3.377820e-01 6.610215e-03 0.95
#> 291 0.675146771 3.206396e-01 6.274747e-03 0.95
#> 292 0.694716243 3.039012e-01 5.947186e-03 0.95
#> 293 0.714285714 2.875957e-01 5.628096e-03 0.95
#> 294 0.733855186 2.717485e-01 5.317975e-03 0.95
#> 295 0.753424658 2.563815e-01 5.017250e-03 0.95
#> 296 0.772994129 2.415132e-01 4.726285e-03 0.95
#> 297 0.792563601 2.271589e-01 4.445380e-03 0.95
#> 298 0.812133072 2.133307e-01 4.174770e-03 0.95
#> 299 0.831702544 2.000377e-01 3.914631e-03 0.95
#> 300 0.851272016 1.872858e-01 3.665084e-03 0.95
#> 301 0.870841487 1.750784e-01 3.426193e-03 0.95
#> 302 0.890410959 1.634162e-01 3.197970e-03 0.95
#> 303 0.909980431 1.522974e-01 2.980380e-03 0.95
#> 304 0.929549902 1.417178e-01 2.773343e-03 0.95
#> 305 0.949119374 1.316713e-01 2.576738e-03 0.95
#> 306 0.968688845 1.221498e-01 2.390406e-03 0.95
#> 307 0.988258317 1.131433e-01 2.214154e-03 0.95
#> 308 1.007827789 1.046405e-01 2.047758e-03 0.99
#> 309 1.027397260 9.662849e-02 1.890969e-03 0.99
#> 310 1.046966732 8.909340e-02 1.743511e-03 0.99
#> 311 1.066536204 8.202015e-02 1.605091e-03 0.99
#> 312 1.086105675 7.539288e-02 1.475399e-03 0.99
#> 313 1.105675147 6.919502e-02 1.354110e-03 0.99
#> 314 1.125244618 6.340946e-02 1.240890e-03 0.99
#> 315 1.144814090 5.801870e-02 1.135395e-03 0.99
#> 316 1.164383562 5.300497e-02 1.037279e-03 0.99
#> 317 1.183953033 4.835039e-02 9.461916e-04 0.99
#> 318 1.203522505 4.403704e-02 8.617816e-04 0.99
#> 319 1.223091977 4.004709e-02 7.837004e-04 0.99
#> 320 1.242661448 3.636290e-02 7.116027e-04 0.99
#> 321 1.262230920 3.296710e-02 6.451488e-04 0.99
#> 322 1.281800391 2.984268e-02 5.840054e-04 0.99
#> 323 1.301369863 2.697301e-02 5.278476e-04 1.00
#> 324 1.320939335 2.434198e-02 4.763597e-04 1.00
#> 325 1.340508806 2.193396e-02 4.292360e-04 1.00
#> 326 1.360078278 1.973390e-02 3.861820e-04 1.00
#> 327 1.379647750 1.772734e-02 3.469147e-04 1.00
#> 328 1.399217221 1.590043e-02 3.111630e-04 1.00
#> 329 1.418786693 1.423997e-02 2.786686e-04 1.00
#> 330 1.438356164 1.273338e-02 2.491855e-04 1.00
#> 331 1.457925636 1.136876e-02 2.224807e-04 1.00
#> 332 1.477495108 1.013485e-02 1.983337e-04 1.00
#> 333 1.497064579 9.021036e-03 1.765369e-04 1.00
#> 334 1.516634051 8.017336e-03 1.568950e-04 1.00
#> 335 1.536203523 7.114404e-03 1.392251e-04 1.00
#> 336 1.555772994 6.303498e-03 1.233561e-04 1.00
#> 337 1.575342466 5.576471e-03 1.091286e-04 1.00
#> 338 1.594911937 4.925746e-03 9.639425e-05 1.00
#> 339 1.614481409 4.344295e-03 8.501556e-05 1.00
#> 340 1.634050881 3.825615e-03 7.486527e-05 1.00
#> 341 1.653620352 3.363706e-03 6.582595e-05 1.00
#> 342 1.673189824 2.953041e-03 5.778946e-05 1.00
#> 343 1.692759295 2.588545e-03 5.065645e-05 1.00
#> 344 1.712328767 2.265565e-03 4.433592e-05 1.00
#> 345 1.731898239 1.979850e-03 3.874461e-05 1.00
#> 346 1.751467710 1.727518e-03 3.380661e-05 1.00
#> 347 1.771037182 1.505039e-03 2.945281e-05 1.00
#> 348 1.790606654 1.309204e-03 2.562044e-05 1.00
#> 349 1.810176125 1.137109e-03 2.225261e-05 1.00
#> 350 1.829745597 9.861232e-04 1.929791e-05 1.00
#> 351 1.849315068 8.538767e-04 1.670992e-05 1.00
#> 352 1.868884540 7.382336e-04 1.444684e-05 1.00
#> 353 1.888454012 6.372755e-04 1.247115e-05 1.00
#> 354 1.908023483 5.492820e-04 1.074916e-05 1.00
#> 355 1.927592955 4.727137e-04 9.250758e-06 1.00
#> 356 1.947162427 4.061962e-04 7.949044e-06 1.00
#> 357 1.966731898 3.485043e-04 6.820044e-06 1.00
#> 358 1.986301370 2.985487e-04 5.842440e-06 1.00
#> 359 2.005870841 2.553624e-04 4.997306e-06 1.00
#> 360 2.025440313 2.180888e-04 4.267882e-06 1.00
#> 361 2.045009785 1.859707e-04 3.639348e-06 1.00
#> 362 2.064579256 1.583399e-04 3.098629e-06 1.00
#> 363 2.084148728 1.346081e-04 2.634209e-06 1.00
#> 364 2.103718200 1.142580e-04 2.235968e-06 1.00
#> 365 2.123287671 9.683593e-05 1.895028e-06 1.00
#> 366 2.142857143 8.194479e-05 1.603616e-06 1.00
#> 367 2.162426614 6.923742e-05 1.354940e-06 1.00
#> 368 2.181996086 5.841107e-05 1.143074e-06 1.00
#> 369 2.201565558 4.920215e-05 9.628601e-07 1.00
#> 370 2.221135029 4.138165e-05 8.098170e-07 1.00
#> 371 2.240704501 3.475091e-05 6.800570e-07 1.00
#> 372 2.260273973 2.913798e-05 5.702148e-07 1.00
#> 373 2.279843444 2.439424e-05 4.773823e-07 1.00
#> 374 2.299412916 2.039153e-05 3.990515e-07 1.00
#> 375 2.318982387 1.701951e-05 3.330629e-07 1.00
#> 376 2.338551859 1.418336e-05 2.775609e-07 1.00
#> 377 2.358121331 1.180174e-05 2.309538e-07 1.00
#> 378 2.377690802 9.804996e-06 1.918786e-07 1.00
#> 379 2.397260274 8.133616e-06 1.591706e-07 1.00
#> 380 2.416829746 6.736814e-06 1.318359e-07 1.00
#> 381 2.436399217 5.571347e-06 1.090283e-07 1.00
#> 382 2.455968689 4.600453e-06 9.002844e-08 1.00
#> 383 2.475538160 3.792938e-06 7.422579e-08 1.00
#> 384 2.495107632 3.122378e-06 6.110330e-08 1.00
#> 385 2.514677104 2.566434e-06 5.022375e-08 1.00
#> 386 2.534246575 2.106247e-06 4.121815e-08 1.00
#> 387 2.553816047 1.725931e-06 3.377555e-08 1.00
#> 388 2.573385519 1.412121e-06 2.763447e-08 1.00
#> 389 2.592954990 1.153601e-06 2.257535e-08 1.00
#> 390 2.612524462 9.409654e-07 1.841420e-08 1.00
#> 391 2.632093933 7.663489e-07 1.499704e-08 1.00
#> 392 2.651663405 6.231809e-07 1.219532e-08 1.00
#> 393 2.671232877 5.059836e-07 9.901832e-09 1.00
#> 394 2.690802348 4.101980e-07 8.027358e-09 1.00
#> 395 2.710371820 3.320361e-07 6.497771e-09 1.00
#> 396 2.729941292 2.683563e-07 5.251591e-09 1.00
#> 397 2.749510763 2.165574e-07 4.237914e-09 1.00
#> 398 2.769080235 1.744894e-07 3.414665e-09 1.00
#> 399 2.788649706 1.403782e-07 2.747127e-09 1.00
#> 400 2.808219178 1.127626e-07 2.206704e-09 1.00
#> 401 2.827788650 9.044095e-08 1.769882e-09 1.00
#> 402 2.847358121 7.242691e-08 1.417356e-09 1.00
#> 403 2.866927593 5.791213e-08 1.133310e-09 1.00
#> 404 2.886497065 4.623531e-08 9.048007e-10 1.00
#> 405 2.906066536 3.685639e-08 7.212601e-10 1.00
#> 406 2.925636008 2.933503e-08 5.740710e-10 1.00
#> 407 2.945205479 2.331283e-08 4.562198e-10 1.00
#> 408 2.964774951 1.849857e-08 3.620073e-10 1.00
#> 409 2.984344423 1.465602e-08 2.868106e-10 1.00
#> 410 3.003913894 1.159388e-08 2.268860e-10 1.00
#> 411 3.023483366 9.157481e-09 1.792071e-10 1.00
#> 412 3.043052838 7.222010e-09 1.413309e-10 1.00
#> 413 3.062622309 5.686891e-09 1.112894e-10 1.00
#> 414 3.082191781 4.471224e-09 8.749949e-11 1.00
#> 415 3.101761252 3.510045e-09 6.868972e-11 1.00
#> 416 3.121330724 2.751272e-09 5.384095e-11 1.00
#> 417 3.140900196 2.153224e-09 4.213746e-11 1.00
#> 418 3.160469667 1.682595e-09 3.292750e-11 1.00
#> 419 3.180039139 1.312819e-09 2.569117e-11 1.00
#> 420 3.199608611 1.022739e-09 2.001445e-11 1.00
#> 421 3.219178082 7.955349e-10 1.556820e-11 1.00
#> 422 3.238747554 6.178578e-10 1.209115e-11 1.00
#> 423 3.258317025 4.791291e-10 9.376303e-12 1.00
#> 424 3.277886497 3.709807e-10 7.259896e-12 1.00
#> 425 3.297455969 2.868037e-10 5.612597e-12 1.00
#> 426 3.317025440 2.213874e-10 4.332435e-12 1.00
#> 427 3.336594912 1.706302e-10 3.339143e-12 1.00
#> 428 3.356164384 1.313087e-10 2.569642e-12 1.00
#> 429 3.375733855 1.008941e-10 1.974445e-12 1.00
#> 430 3.395303327 7.740570e-11 1.514789e-12 1.00
#> 431 3.414872798 5.929454e-11 1.160363e-12 1.00
#> 432 3.434442270 4.535146e-11 8.875041e-13 1.00
#> 433 3.454011742 3.463399e-11 6.777689e-13 1.00
#> 434 3.473581213 2.640879e-11 5.168060e-13 1.00
#> 435 3.493150685 2.010616e-11 3.934670e-13 1.00
#> 436 3.512720157 1.528427e-11 2.991050e-13 1.00
#> 437 3.532289628 1.160098e-11 2.270251e-13 1.00
#> 438 3.551859100 8.791837e-12 1.720516e-13 1.00
#> 439 3.571428571 6.652719e-12 1.301902e-13 1.00
#> 440 3.590998043 5.026359e-12 9.836319e-14 1.00
#> 441 3.610567515 3.791775e-12 7.420303e-14 1.00
#> 442 3.630136986 2.856053e-12 5.589145e-14 1.00
#> 443 3.649706458 2.147953e-12 4.203431e-14 1.00
#> 444 3.669275930 1.612939e-12 3.156437e-14 1.00
#> 445 3.688845401 1.209333e-12 2.366601e-14 1.00
#> 446 3.708414873 9.053334e-13 1.771690e-14 1.00
#> 447 3.727984344 6.767152e-13 1.324296e-14 1.00
#> 448 3.747553816 5.050542e-13 9.883645e-15 1.00
#> 449 3.767123288 3.763612e-13 7.365190e-15 1.00
#> 450 3.786692759 2.800312e-13 5.480062e-15 1.00
#> 451 3.806262231 2.080380e-13 4.071194e-15 1.00
#> 452 3.825831703 1.543170e-13 3.019901e-15 1.00
#> 453 3.845401174 1.142929e-13 2.236652e-15 1.00
#> 454 3.864970646 8.452006e-14 1.654013e-15 1.00
#> 455 3.884540117 6.240723e-14 1.221277e-15 1.00
#> 456 3.904109589 4.600921e-14 9.003760e-16 1.00
#> 457 3.923679061 3.386799e-14 6.627787e-16 1.00
#> 458 3.943248532 2.489251e-14 4.871333e-16 1.00
#> 459 3.962818004 1.826765e-14 3.574883e-16 1.00
#> 460 3.982387476 1.338541e-14 2.619453e-16 1.00
#> 461 4.001956947 9.792984e-15 1.916435e-16 1.00
#> 462 4.021526419 7.153742e-15 1.399949e-16 1.00
#> 463 4.041095890 5.217785e-15 1.021093e-16 1.00
#> 464 4.060665362 3.799915e-15 7.436233e-17 1.00
#> 465 4.080234834 2.763098e-15 5.407236e-17 1.00
#> 466 4.099804305 2.006104e-15 3.925839e-17 1.00
#> 467 4.119373777 1.454271e-15 2.845931e-17 1.00
#> 468 4.138943249 1.052620e-15 2.059922e-17 1.00
#> 469 4.158512720 7.607344e-16 1.488717e-17 1.00
#> 470 4.178082192 5.489453e-16 1.074257e-17 1.00
#> 471 4.197651663 3.955121e-16 7.739963e-18 1.00
#> 472 4.217221135 2.845281e-16 5.568065e-18 1.00
#> 473 4.236790607 2.043739e-16 3.999489e-18 1.00
#> 474 4.256360078 1.465751e-16 2.868398e-18 1.00
#> 475 4.275929550 1.049615e-16 2.054040e-18 1.00
#> 476 4.295499022 7.504715e-17 1.468633e-18 1.00
#> 477 4.315068493 5.357637e-17 1.048461e-18 1.00
#> 478 4.334637965 3.818977e-17 7.473537e-19 1.00
#> 479 4.354207436 2.718038e-17 5.319057e-19 1.00
#> 480 4.373776908 1.931518e-17 3.779879e-19 1.00
#> 481 4.393346380 1.370493e-17 2.681982e-19 1.00
#> 482 4.412915851 9.709334e-18 1.900065e-19 1.00
#> 483 4.432485323 6.868104e-18 1.344052e-19 1.00
#> 484 4.452054795 4.850863e-18 9.492882e-20 1.00
#> 485 4.471624266 3.420864e-18 6.694450e-20 1.00
#> 486 4.491193738 2.408726e-18 4.713749e-20 1.00
#> 487 4.510763209 1.693455e-18 3.314002e-20 1.00
#> 488 4.530332681 1.188761e-18 2.326343e-20 1.00
#> 489 4.549902153 8.332022e-19 1.630533e-20 1.00
#> 490 4.569471624 5.830971e-19 1.141090e-20 1.00
#> 491 4.589041096 4.074423e-19 7.973430e-21 1.00
#> 492 4.608610568 2.842667e-19 5.562949e-21 1.00
#> 493 4.628180039 1.980253e-19 3.875250e-21 1.00
#> 494 4.647749511 1.377368e-19 2.695436e-21 1.00
#> 495 4.667318982 9.565640e-20 1.871945e-21 1.00
#> 496 4.686888454 6.633043e-20 1.298052e-21 1.00
#> 497 4.706457926 4.592470e-20 8.987222e-22 1.00
#> 498 4.726027397 3.174787e-20 6.212891e-22 1.00
#> 499 4.745596869 2.191379e-20 4.288414e-22 1.00
#> 500 4.765166341 1.510272e-20 2.955523e-22 1.00
#> 501 4.784735812 1.039268e-20 2.033793e-22 1.00
#> 502 4.804305284 7.140602e-21 1.397378e-22 1.00
#> 503 4.823874755 4.898653e-21 9.586405e-23 1.00
#> 504 4.843444227 3.355469e-21 6.566476e-23 1.00
#> 505 4.863013699 2.294904e-21 4.491006e-23 1.00
#> 506 4.882583170 1.567150e-21 3.066830e-23 1.00
#> 507 4.902152642 1.068541e-21 2.091079e-23 1.00
#> 508 4.921722114 7.274562e-22 1.423593e-23 1.00
#> 509 4.941291585 4.944895e-22 9.676897e-24 1.00
#> 510 4.960861057 3.356155e-22 6.567817e-24 1.00
#> 511 4.980430528 2.274373e-22 4.450827e-24 1.00
#> 512 5.000000000 1.538920e-22 3.011585e-24 1.00
#>
#> $breaks
#> 99% 95% 80% 50% <NA>
#> 0.02984268 0.11314327 0.35529627 0.63105836 Inf
#>
#> $data
#> NULL
#>