Two alternative variants of the Bayesian proportion test in the primary
confirmatory analysis: frequentist proportion test (see robustness_nhst_analysis),
and full-Bayesian hypothesis testing using parameter estimation (see robustness_bf_analysis).
analysis_robustness(confirmatory_results)list, output of the analysis_confirmatory function
The function returns a list containing the results
of the frequentist proportion test and the Bayesian parameter estimation
as nested lists, the final inference of the robustness test as a character
vector, and the results of the confirmatory mixed effect regression confirmatory_mixed_effect.
Robustness analysis results will not affect the conclusions of our study.
# \donttest{
# Running the primary confirmatory analysis
confirmatory_results <- analysis_confirmatory(df = example_m0)
# Running the robustness analysis
analysis_robustness(confirmatory_results = confirmatory_results)
#> $robustness_nhst_res
#> $robustness_nhst_res$equivalence_test_p
#> [1] 3.775258e-09
#>
#> $robustness_nhst_res$equality_test_p
#> [1] 0.9704028
#>
#> $robustness_nhst_res$inference_robustness_nhst
#> [1] "M0"
#>
#>
#> $robustness_bayes_res
#> $robustness_bayes_res$posterior_density
#> [1] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [6] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [11] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [16] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [21] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [26] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [31] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [36] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [41] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [46] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [51] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [56] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [61] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [66] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [71] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [76] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [81] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [86] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [91] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [96] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [101] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [106] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [111] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [116] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [121] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [126] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [131] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [136] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [141] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [146] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [151] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [156] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [161] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [166] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [171] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [176] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [181] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [186] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [191] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [196] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [201] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [206] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [211] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [216] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [221] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [226] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [231] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [236] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [241] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [246] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [251] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [256] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [261] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [266] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [271] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [276] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [281] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [286] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [291] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [296] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [301] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [306] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [311] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [316] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [321] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [326] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [331] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [336] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [341] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [346] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [351] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [356] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [361] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [366] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [371] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [376] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [381] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [386] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [391] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [396] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [401] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [406] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [411] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [416] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [421] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [426] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [431] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [436] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [441] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [446] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [451] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [456] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [461] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [466] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [471] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [476] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [481] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [486] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [491] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [496] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [501] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [506] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [511] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [516] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [521] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [526] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [531] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [536] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [541] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [546] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [551] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [556] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [561] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [566] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [571] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [576] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [581] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [586] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [591] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [596] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [601] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [606] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [611] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [616] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [621] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [626] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [631] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [636] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [641] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [646] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [651] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [656] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [661] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [666] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [671] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [676] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [681] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [686] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [691] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [696] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [701] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [706] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [711] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [716] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [721] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [726] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [731] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [736] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [741] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [746] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [751] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [756] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [761] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [766] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [771] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [776] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [781] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [786] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [791] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [796] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [801] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [806] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [811] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [816] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [821] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [826] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [831] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [836] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [841] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [846] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [851] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [856] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [861] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [866] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [871] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [876] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [881] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [886] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [891] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [896] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [901] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [906] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [911] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [916] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [921] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [926] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [931] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [936] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [941] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [946] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [951] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [956] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [961] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [966] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [971] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [976] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [981] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [986] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [991] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [996] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [1001] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [1006] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [1011] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [1016] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [1021] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [1026] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [1031] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [1036] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
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#> [4201] 1.007026e-201 3.469865e-201 1.193568e-200 4.098683e-200 1.405090e-199
#> [4206] 4.808692e-199 1.642906e-198 5.603531e-198 1.907981e-197 6.485595e-197
#> [4211] 2.200844e-196 7.455765e-196 2.521501e-195 8.513146e-195 2.869361e-194
#> [4216] 9.654828e-194 3.243160e-193 1.087569e-192 3.640908e-192 1.216823e-191
#> [4221] 4.059854e-191 1.352254e-190 4.496468e-190 1.492623e-189 4.946457e-189
#> [4226] 1.636455e-188 5.404798e-188 1.782054e-187 5.865816e-187 1.927534e-186
#> [4231] 6.323277e-186 2.070850e-185 6.770516e-185 2.209844e-184 7.200594e-184
#> [4236] 2.342298e-183 7.606466e-183 2.465988e-182 7.981170e-182 2.578752e-181
#> [4241] 8.318027e-181 2.678545e-180 8.610837e-180 2.763503e-179 8.854064e-179
#> [4246] 2.832003e-178 9.043015e-178 2.882713e-177 9.173990e-177 2.914634e-176
#> [4251] 9.244399e-176 2.927133e-175 9.252852e-175 2.919968e-174 9.199200e-174
#> [4256] 2.893288e-173 9.084542e-173 2.847635e-172 8.911189e-172 2.783923e-171
#> [4261] 8.682583e-171 2.703405e-170 8.403184e-170 2.607638e-169 8.078328e-169
#> [4266] 2.498427e-168 7.714057e-168 2.377772e-167 7.316931e-167 2.247807e-166
#> [4271] 6.893834e-166 2.110737e-165 6.451779e-165 1.968777e-164 5.997716e-164
#> [4276] 1.824094e-163 5.538359e-163 1.678755e-162 5.080028e-162 1.534679e-161
#> [4281] 4.628518e-161 1.393604e-160 4.188993e-160 1.257052e-159 3.765911e-159
#> [4286] 1.126316e-158 3.362980e-158 1.002448e-157 2.983138e-157 8.862550e-157
#> [4291] 2.628561e-156 7.783085e-156 2.300698e-155 6.789566e-155 2.000318e-154
#> [4296] 5.883429e-154 1.727575e-153 5.064286e-153 1.482090e-152 4.330182e-152
#> [4301] 1.263028e-151 3.677859e-151 1.069185e-150 3.103032e-150 8.990739e-150
#> [4306] 2.600641e-149 7.510026e-149 2.165103e-148 6.231492e-148 1.790531e-147
#> [4311] 5.136272e-147 1.470926e-146 4.205431e-146 1.200347e-145 3.420426e-145
#> [4316] 9.730400e-145 2.763493e-144 7.835438e-144 2.217919e-143 6.267662e-143
#> [4321] 1.768248e-142 4.980335e-142 1.400399e-141 3.931181e-141 1.101723e-140
#> [4326] 3.082479e-140 8.610058e-140 2.400991e-139 6.684265e-139 1.857785e-138
#> [4331] 5.154850e-138 1.427958e-137 3.949064e-137 1.090315e-136 3.005308e-136
#> [4336] 8.269997e-136 2.271963e-135 6.231274e-135 1.706209e-134 4.664094e-134
#> [4341] 1.272865e-133 3.467988e-133 9.433067e-133 2.561584e-132 6.944559e-132
#> [4346] 1.879582e-131 5.078770e-131 1.370050e-130 3.689736e-130 9.920537e-130
#> [4351] 2.662907e-129 7.136055e-129 1.909157e-128 5.099251e-128 1.359730e-127
#> [4356] 3.619768e-127 9.620340e-127 2.552595e-126 6.761694e-126 1.788180e-125
#> [4361] 4.721162e-125 1.244426e-124 3.274700e-124 8.603131e-124 2.256442e-123
#> [4366] 5.908463e-123 1.544570e-122 4.031102e-122 1.050323e-121 2.732155e-121
#> [4371] 7.095303e-121 1.839585e-120 4.761594e-120 1.230463e-119 3.174448e-119
#> [4376] 8.176204e-119 2.102419e-118 5.397226e-118 1.383268e-117 3.539370e-117
#> [4381] 9.041285e-117 2.305784e-116 5.870726e-116 1.492277e-115 3.786972e-115
#> [4386] 9.594435e-115 2.426787e-114 6.128146e-114 1.544940e-113 3.888476e-113
#> [4391] 9.770856e-113 2.451158e-112 6.138970e-112 1.534989e-111 3.831785e-111
#> [4396] 9.549545e-111 2.376021e-110 5.902064e-110 1.463672e-109 3.623848e-109
#> [4401] 8.957412e-109 2.210455e-108 5.445870e-108 1.339490e-107 3.289264e-107
#> [4406] 8.063895e-107 1.973685e-106 4.822787e-106 1.176537e-105 2.865498e-105
#> [4411] 6.967585e-105 1.691422e-104 4.099294e-104 9.918682e-104 2.395999e-103
#> [4416] 5.778395e-103 1.391284e-102 3.344356e-102 8.025968e-102 1.922962e-101
#> [4421] 4.599729e-101 1.098455e-100 2.618912e-100 6.233734e-100 1.481373e-99
#> [4426] 3.514547e-99 8.324600e-99 1.968550e-98 4.647492e-98 1.095419e-97
#> [4431] 2.577691e-97 6.055796e-97 1.420369e-96 3.325987e-96 7.775526e-96
#> [4436] 1.814800e-95 4.228807e-95 9.837775e-95 2.284894e-94 5.298164e-94
#> [4441] 1.226521e-93 2.834753e-93 6.541024e-93 1.506839e-92 3.465603e-92
#> [4446] 7.957588e-92 1.824210e-91 4.175028e-91 9.539705e-91 2.176214e-90
#> [4451] 4.956322e-90 1.126961e-89 2.558288e-89 5.798046e-89 1.311914e-88
#> [4456] 2.963610e-88 6.683874e-88 1.504969e-87 3.383130e-87 7.592798e-87
#> [4461] 1.701286e-86 3.805790e-86 8.499723e-86 1.895209e-85 4.218928e-85
#> [4466] 9.376474e-85 2.080510e-84 4.608852e-84 1.019315e-83 2.250699e-83
#> [4471] 4.961572e-83 1.091979e-82 2.399399e-82 5.263614e-82 1.152813e-81
#> [4476] 2.520736e-81 5.502872e-81 1.199348e-80 2.609724e-80 5.669409e-80
#> [4481] 1.229632e-79 2.662602e-79 5.756142e-79 1.242370e-78 2.677101e-78
#> [4486] 5.759342e-78 1.237016e-77 2.652605e-77 5.678900e-77 1.213810e-76
#> [4491] 2.590191e-76 5.518332e-76 1.173759e-75 2.492556e-75 5.284527e-75
#> [4496] 1.118568e-74 2.363819e-74 4.987250e-74 1.050518e-73 2.209234e-73
#> [4501] 4.638477e-73 9.723100e-73 2.034838e-72 4.251586e-72 8.868863e-72
#> [4506] 1.847060e-71 3.840521e-71 7.972517e-71 1.652331e-70 3.418968e-70
#> [4511] 7.063005e-70 1.456735e-69 2.999633e-69 6.166693e-69 1.265708e-68
#> [4516] 2.593649e-68 5.306230e-68 1.083822e-67 2.210176e-67 4.499797e-67
#> [4521] 9.146527e-67 1.856166e-66 3.760754e-66 7.607300e-66 1.536327e-65
#> [4526] 3.097665e-65 6.235667e-65 1.253226e-64 2.514626e-64 5.037506e-64
#> [4531] 1.007525e-63 2.011843e-63 4.010795e-63 7.982984e-63 1.586348e-62
#> [4536] 3.147240e-62 6.233901e-62 1.232788e-61 2.433973e-61 4.797795e-61
#> [4541] 9.442054e-61 1.855197e-60 3.639257e-60 7.127453e-60 1.393654e-59
#> [4546] 2.720665e-59 5.302666e-59 1.031841e-58 2.004614e-58 3.888195e-58
#> [4551] 7.529481e-58 1.455733e-57 2.809946e-57 5.415193e-57 1.041909e-56
#> [4556] 2.001454e-56 3.838500e-56 7.349833e-56 1.405056e-55 2.681697e-55
#> [4561] 5.110063e-55 9.721722e-55 1.846548e-54 3.501695e-54 6.629744e-54
#> [4566] 1.253187e-53 2.365024e-53 4.456113e-53 8.382578e-53 1.574345e-52
#> [4571] 2.952047e-52 5.526469e-52 1.032936e-51 1.927525e-51 3.591105e-51
#> [4576] 6.679709e-51 1.240476e-50 2.299962e-50 4.257500e-50 7.868468e-50
#> [4581] 1.451869e-49 2.674646e-49 4.919344e-49 9.033373e-49 1.656131e-48
#> [4586] 3.031387e-48 5.539751e-48 1.010744e-47 1.841173e-47 3.348499e-47
#> [4591] 6.080063e-47 1.102220e-46 1.994947e-46 3.604931e-46 6.503768e-46
#> [4596] 1.171483e-45 2.106733e-45 3.782562e-45 6.780557e-45 1.213522e-44
#> [4601] 2.168369e-44 3.868313e-44 6.889907e-44 1.225204e-43 2.175236e-43
#> [4606] 3.855743e-43 6.823592e-43 1.205651e-42 2.126834e-42 3.745841e-42
#> [4611] 6.586712e-42 1.156357e-41 2.026836e-41 3.546904e-41 6.197039e-41
#> [4616] 1.080993e-40 1.882633e-40 3.273503e-40 5.682819e-40 9.849613e-40
#> [4621] 1.704429e-39 2.944713e-39 5.079388e-39 8.747509e-39 1.504049e-38
#> [4626] 2.581928e-38 4.425180e-38 7.572208e-38 1.293656e-37 2.206582e-37
#> [4631] 3.757737e-37 6.389068e-37 1.084560e-36 1.838125e-36 3.110294e-36
#> [4636] 5.254521e-36 8.862782e-36 1.492493e-35 2.509343e-35 4.212241e-35
#> [4641] 7.059466e-35 1.181234e-34 1.973358e-34 3.291406e-34 5.481038e-34
#> [4646] 9.112760e-34 1.512665e-33 2.506927e-33 4.148075e-33 6.852634e-33
#> [4651] 1.130250e-32 1.861220e-32 3.060039e-32 5.022993e-32 8.231983e-32
#> [4656] 1.346954e-31 2.200430e-31 3.588960e-31 5.844352e-31 9.501905e-31
#> [4661] 1.542381e-30 2.499651e-30 4.044583e-30 6.533938e-30 1.053860e-29
#> [4666] 1.697064e-29 2.728476e-29 4.379748e-29 7.019162e-29 1.123126e-28
#> [4671] 1.794233e-28 2.861782e-28 4.557237e-28 7.245592e-28 1.150148e-27
#> [4676] 1.822807e-27 2.884267e-27 4.556566e-27 7.186998e-27 1.131788e-26
#> [4681] 1.779468e-26 2.793336e-26 4.377882e-26 6.850349e-26 1.070211e-25
#> [4686] 1.669298e-25 2.599599e-25 4.041913e-25 6.274451e-25 9.724620e-25
#> [4691] 1.504797e-24 2.324830e-24 3.586022e-24 5.522593e-24 8.491443e-24
#> [4696] 1.303552e-23 1.997947e-23 3.057370e-23 4.671117e-23 7.125282e-23
#> [4701] 1.085156e-22 1.650026e-22 2.504947e-22 3.796775e-22 5.745664e-22
#> [4706] 8.681096e-22 1.309537e-21 1.972287e-21 2.965730e-21 4.452482e-21
#> [4711] 6.673933e-21 9.987823e-21 1.492344e-20 2.226264e-20 3.315840e-20
#> [4716] 4.930828e-20 7.320751e-20 1.085178e-19 1.606038e-19 2.373123e-19
#> [4721] 3.501018e-19 5.156773e-19 7.583532e-19 1.113460e-18 1.632254e-18
#> [4726] 2.388970e-18 3.490949e-18 5.093148e-18 7.418892e-18 1.078951e-17
#> [4731] 1.566660e-17 2.271212e-17 3.287387e-17 4.750662e-17 6.854373e-17
#> [4736] 9.873966e-17 1.420123e-16 2.039250e-16 2.923650e-16 4.184956e-16
#> [4741] 5.980904e-16 8.534014e-16 1.215767e-15 1.729251e-15 2.455706e-15
#> [4746] 3.481813e-15 4.928847e-15 6.966199e-15 9.830085e-15 1.384935e-14
#> [4751] 1.948107e-14 2.735942e-14 3.836294e-14 5.370664e-14 7.506806e-14
#> [4756] 1.047595e-13 1.459630e-13 2.030502e-13 2.820170e-13 3.910734e-13
#> [4761] 5.414428e-13 7.484422e-13 1.032941e-12 1.423324e-12 1.958140e-12
#> [4766] 2.689645e-12 3.688569e-12 5.050476e-12 6.904279e-12 9.423580e-12
#> [4771] 1.284178e-11 1.747215e-11 2.373444e-11 3.219019e-11 4.358929e-11
#> [4776] 5.893156e-11 7.954776e-11 1.072062e-10 1.442526e-10 1.937937e-10
#> [4781] 2.599367e-10 3.481028e-10 4.654355e-10 6.213319e-10 8.281327e-10
#> [4786] 1.102017e-09 1.464162e-09 1.942236e-09 2.572334e-09 3.401456e-09
#> [4791] 4.490708e-09 5.919392e-09 7.790258e-09 1.023621e-08 1.342885e-08
#> [4796] 1.758939e-08 2.300253e-08 3.003398e-08 3.915280e-08 5.095953e-08
#> [4801] 6.622175e-08 8.591888e-08 1.112985e-07 1.439470e-07 1.858784e-07
#> [4806] 2.396449e-07 3.084751e-07 3.964468e-07 5.087011e-07 6.517085e-07
#> [4811] 8.335988e-07 1.064569e-06 1.357386e-06 1.728010e-06 2.196353e-06
#> [4816] 2.787220e-06 3.531453e-06 4.467338e-06 5.642316e-06 7.115070e-06
#> [4821] 8.958067e-06 1.126063e-05 1.413268e-05 1.770922e-05 2.215582e-05
#> [4826] 2.767513e-05 3.451477e-05 4.297677e-05 5.342886e-05 6.631804e-05
#> [4831] 8.218659e-05 1.016913e-04 1.256262e-04 1.549495e-04 1.908156e-04
#> [4836] 2.346126e-04 2.880066e-04 3.529939e-04 4.319621e-04 5.277618e-04
#> [4841] 6.437897e-04 7.840864e-04 9.534494e-04 1.157565e-03 1.403159e-03
#> [4846] 1.698174e-03 2.051973e-03 2.475568e-03 2.981894e-03 3.586109e-03
#> [4851] 4.305948e-03 5.162121e-03 6.178765e-03 7.383959e-03 8.810305e-03
#> [4856] 1.049559e-02 1.248351e-02 1.482453e-02 1.757678e-02 2.080712e-02
#> [4861] 2.459229e-02 2.902018e-02 3.419130e-02 4.022030e-02 4.723778e-02
#> [4866] 5.539211e-02 6.485161e-02 7.580678e-02 8.847279e-02 1.030922e-01
#> [4871] 1.199379e-01 1.393161e-01 1.615701e-01 1.870833e-01 2.162836e-01
#> [4876] 2.496472e-01 2.877031e-01 3.310372e-01 3.802977e-01 4.361996e-01
#> [4881] 4.995299e-01 5.711528e-01 6.520155e-01 7.431528e-01 8.456937e-01
#> [4886] 9.608660e-01 1.090002e+00 1.234544e+00 1.396048e+00 1.576193e+00
#> [4891] 1.776777e+00 1.999730e+00 2.247112e+00 2.521116e+00 2.824073e+00
#> [4896] 3.158449e+00 3.526848e+00 3.932010e+00 4.376806e+00 4.864240e+00
#> [4901] 5.397439e+00 5.979645e+00 6.614211e+00 7.304588e+00 8.054312e+00
#> [4906] 8.866990e+00 9.746284e+00 1.069589e+01 1.171952e+01 1.282089e+01
#> [4911] 1.400365e+01 1.527143e+01 1.662773e+01 1.807597e+01 1.961939e+01
#> [4916] 2.126103e+01 2.300374e+01 2.485009e+01 2.680232e+01 2.886239e+01
#> [4921] 3.103182e+01 3.331175e+01 3.570286e+01 3.820532e+01 4.081877e+01
#> [4926] 4.354229e+01 4.637436e+01 4.931283e+01 5.235488e+01 5.549704e+01
#> [4931] 5.873511e+01 6.206419e+01 6.547866e+01 6.897216e+01 7.253761e+01
#> [4936] 7.616722e+01 7.985246e+01 8.358415e+01 8.735242e+01 9.114680e+01
#> [4941] 9.495620e+01 9.876900e+01 1.025731e+02 1.063559e+02 1.101046e+02
#> [4946] 1.138058e+02 1.174462e+02 1.210122e+02 1.244901e+02 1.278663e+02
#> [4951] 1.311271e+02 1.342594e+02 1.372500e+02 1.400863e+02 1.427560e+02
#> [4956] 1.452474e+02 1.475497e+02 1.496524e+02 1.515460e+02 1.532219e+02
#> [4961] 1.546724e+02 1.558908e+02 1.568713e+02 1.576094e+02 1.581017e+02
#> [4966] 1.583457e+02 1.583404e+02 1.580858e+02 1.575830e+02 1.568345e+02
#> [4971] 1.558438e+02 1.546155e+02 1.531553e+02 1.514700e+02 1.495674e+02
#> [4976] 1.474561e+02 1.451457e+02 1.426466e+02 1.399697e+02 1.371268e+02
#> [4981] 1.341301e+02 1.309924e+02 1.277266e+02 1.243461e+02 1.208645e+02
#> [4986] 1.172953e+02 1.136524e+02 1.099491e+02 1.061991e+02 1.024155e+02
#> [4991] 9.861110e+01 9.479856e+01 9.098992e+01 8.719678e+01 8.343019e+01
#> [4996] 7.970062e+01 7.601788e+01 7.239115e+01 6.882889e+01 6.533889e+01
#> [5001] 6.192818e+01 5.860309e+01 5.536921e+01 5.223141e+01 4.919384e+01
#> [5006] 4.625998e+01 4.343259e+01 4.071379e+01 3.810509e+01 3.560739e+01
#> [5011] 3.322101e+01 3.094575e+01 2.878094e+01 2.672541e+01 2.477761e+01
#> [5016] 2.293559e+01 2.119709e+01 1.955951e+01 1.802002e+01 1.657556e+01
#> [5021] 1.522287e+01 1.395856e+01 1.277909e+01 1.168087e+01 1.066021e+01
#> [5026] 9.713414e+00 8.836770e+00 8.026583e+00 7.279196e+00 6.591004e+00
#> [5031] 5.958477e+00 5.378169e+00 4.846733e+00 4.360931e+00 3.917643e+00
#> [5036] 3.513872e+00 3.146751e+00 2.813549e+00 2.511666e+00 2.238642e+00
#> [5041] 1.992154e+00 1.770014e+00 1.570166e+00 1.390689e+00 1.229787e+00
#> [5046] 1.085789e+00 9.571409e-01 8.424068e-01 7.402582e-01 6.494712e-01
#> [5051] 5.689209e-01 4.975757e-01 4.344920e-01 3.788085e-01 3.297410e-01
#> [5056] 2.865771e-01 2.486711e-01 2.154390e-01 1.863539e-01 1.609415e-01
#> [5061] 1.387755e-01 1.194738e-01 1.026947e-01 8.813294e-02 7.551684e-02
#> [5066] 6.460475e-02 5.518236e-02 4.705993e-02 4.006982e-02 3.406423e-02
#> [5071] 2.891312e-02 2.450227e-02 2.073160e-02 1.751355e-02 1.477171e-02
#> [5076] 1.243949e-02 1.045897e-02 8.779923e-03 7.358805e-03 6.157989e-03
#> [5081] 5.145001e-03 4.291874e-03 3.574566e-03 2.972451e-03 2.467862e-03
#> [5086] 2.045700e-03 1.693082e-03 1.399036e-03 1.154236e-03 9.507690e-04
#> [5091] 7.819344e-04 6.420670e-04 5.263871e-04 4.308686e-04 3.521269e-04
#> [5096] 2.873215e-04 2.340733e-04 1.903927e-04 1.546192e-04 1.253693e-04
#> [5101] 1.014924e-04 8.203337e-05 6.620063e-05 5.333942e-05 4.290906e-05
#> [5106] 3.446388e-05 2.763720e-05 2.212780e-05 1.768874e-05 1.411790e-05
#> [5111] 1.125014e-05 8.950758e-06 7.110109e-06 5.639065e-06 4.465317e-06
#> [5116] 3.530301e-06 2.786670e-06 2.196209e-06 1.728129e-06 1.357666e-06
#> [5121] 1.064936e-06 8.340052e-07 6.521208e-07 5.090982e-07 3.968160e-07
#> [5126] 3.088096e-07 2.399422e-07 1.861387e-07 1.441719e-07 1.114907e-07
#> [5131] 8.608164e-08 6.635849e-08 5.107360e-08 3.924735e-08 3.011190e-08
#> [5136] 2.306640e-08 1.764149e-08 1.347115e-08 1.027042e-08 7.817808e-09
#> [5141] 5.941496e-09 4.508378e-09 3.415534e-09 2.583512e-09 1.951085e-09
#> [5146] 1.471145e-09 1.107512e-09 8.324434e-10 6.247047e-10 4.680673e-10
#> [5151] 3.501510e-10 2.615267e-10 1.950249e-10 1.452036e-10 1.079390e-10
#> [5156] 8.011108e-11 5.936359e-11 4.391988e-11 3.244258e-11 2.392670e-11
#> [5161] 1.761828e-11 1.295262e-11 9.507463e-12 6.967627e-12 5.098217e-12
#> [5166] 3.724473e-12 2.716592e-12 1.978322e-12 1.438410e-12 1.044194e-12
#> [5171] 7.568203e-13 5.476679e-13 3.956896e-13 2.854335e-13 2.055739e-13
#> [5176] 1.478236e-13 1.061286e-13 7.607357e-14 5.444373e-14 3.890224e-14
#> [5181] 2.775326e-14 1.976815e-14 1.405823e-14 9.981775e-15 7.076157e-15
#> [5186] 5.008407e-15 3.539274e-15 2.497130e-15 1.759060e-15 1.237179e-15
#> [5191] 8.687534e-16 6.090780e-16 4.263453e-16 2.979630e-16 2.079100e-16
#> [5196] 1.448440e-16 1.007484e-16 6.996605e-17 4.851196e-17 3.358322e-17
#> [5201] 2.321174e-17 1.601789e-17 1.103607e-17 7.591642e-18 5.213973e-18
#> [5206] 3.575309e-18 2.447768e-18 1.673164e-18 1.141875e-18 7.780551e-19
#> [5211] 5.293144e-19 3.595246e-19 2.438120e-19 1.650795e-19 1.115945e-19
#> [5216] 7.531884e-20 5.075466e-20 3.414756e-20 2.293795e-20 1.538371e-20
#> [5221] 1.030098e-20 6.886640e-21 4.596713e-21 3.063363e-21 2.038265e-21
#> [5226] 1.354048e-21 8.980868e-22 5.947214e-22 3.932057e-22 2.595595e-22
#> [5231] 1.710665e-22 1.125651e-22 7.395259e-23 4.850804e-23 3.176763e-23
#> [5236] 2.077144e-23 1.355998e-23 8.838159e-24 5.751423e-24 3.736795e-24
#> [5241] 2.424006e-24 1.569924e-24 1.015158e-24 6.553893e-25 4.224499e-25
#> [5246] 2.718700e-25 1.746858e-25 1.120635e-25 7.177623e-26 4.589943e-26
#> [5251] 2.930515e-26 1.868059e-26 1.188905e-26 7.554642e-27 4.792811e-27
#> [5256] 3.035823e-27 1.919873e-27 1.212211e-27 7.641765e-28 4.809708e-28
#> [5261] 3.022410e-28 1.896259e-28 1.187822e-28 7.428728e-29 4.638601e-29
#> [5266] 2.891805e-29 1.799949e-29 1.118564e-29 6.940177e-30 4.299219e-30
#> [5271] 2.658996e-30 1.641931e-30 1.012281e-30 6.230980e-31 3.829310e-31
#> [5276] 2.349598e-31 1.439380e-31 8.803722e-32 5.376082e-32 3.277737e-32
#> [5281] 1.995221e-32 1.212597e-32 7.357844e-33 4.457519e-33 2.696151e-33
#> [5286] 1.628185e-33 9.816838e-34 5.909460e-34 3.551667e-34 2.131204e-34
#> [5291] 1.276809e-34 7.637211e-35 4.560914e-35 2.719424e-35 1.618863e-35
#> [5296] 9.621681e-36 5.709523e-36 3.382645e-36 2.000879e-36 1.181661e-36
#> [5301] 6.967435e-37 4.101666e-37 2.410768e-37 1.414679e-37 8.288345e-38
#> [5306] 4.848252e-38 2.831457e-38 1.650980e-38 9.611279e-39 5.586344e-39
#> [5311] 3.241763e-39 1.878201e-39 1.086450e-39 6.274576e-40 3.617979e-40
#> [5316] 2.082834e-40 1.197154e-40 6.869925e-41 3.936052e-41 2.251522e-41
#> [5321] 1.285874e-41 7.332075e-42 4.174092e-42 2.372485e-42 1.346330e-42
#> [5326] 7.627911e-43 4.314854e-43 2.436873e-43 1.374060e-43 7.735433e-44
#> [5331] 4.347800e-44 2.439836e-44 1.366965e-44 7.646457e-45 4.270402e-45
#> [5336] 2.381130e-45 1.325572e-45 7.367647e-46 4.088463e-46 2.265149e-46
#> [5341] 1.252965e-46 6.919691e-47 3.815397e-47 2.100381e-47 1.154414e-47
#> [5346] 6.334760e-48 3.470595e-48 1.898378e-48 1.036732e-48 5.652693e-49
#> [5351] 3.077152e-49 1.672428e-49 9.075083e-50 4.916528e-50 2.659322e-50
#> [5356] 1.436111e-50 7.743007e-51 4.168076e-51 2.240093e-51 1.201990e-51
#> [5361] 6.439316e-52 3.444157e-52 1.839206e-52 9.805769e-53 5.219598e-53
#> [5366] 2.773936e-53 1.471837e-53 7.796985e-54 4.123799e-54 2.177570e-54
#> [5371] 1.148022e-54 6.042712e-55 3.175536e-55 1.666118e-55 8.727659e-56
#> [5376] 4.564499e-56 2.383371e-56 1.242492e-56 6.466933e-57 3.360519e-57
#> [5381] 1.743481e-57 9.030901e-58 4.670332e-58 2.411389e-58 1.243053e-58
#> [5386] 6.397560e-59 3.287319e-59 1.686444e-59 8.637822e-60 4.417119e-60
#> [5391] 2.255154e-60 1.149518e-60 5.850019e-61 2.972357e-61 1.507810e-61
#> [5396] 7.636503e-62 3.861395e-62 1.949376e-62 9.825372e-63 4.944291e-63
#> [5401] 2.484052e-63 1.246003e-63 6.239915e-64 3.119894e-64 1.557408e-64
#> [5406] 7.761868e-65 3.862169e-65 1.918658e-65 9.516228e-66 4.712302e-66
#> [5411] 2.329713e-66 1.149933e-66 5.666874e-67 2.788144e-67 1.369580e-67
#> [5416] 6.716770e-68 3.288773e-68 1.607710e-68 7.846610e-69 3.823461e-69
#> [5421] 1.860079e-69 9.034548e-70 4.381083e-70 2.121077e-70 1.025254e-70
#> [5426] 4.947734e-71 2.383862e-71 1.146715e-71 5.507182e-72 2.640602e-72
#> [5431] 1.264084e-72 6.041553e-73 2.882839e-73 1.373383e-73 6.532236e-74
#> [5436] 3.101925e-74 1.470618e-74 6.960930e-75 3.289528e-75 1.552025e-75
#> [5441] 7.310764e-76 3.438154e-76 1.614309e-76 7.567393e-77 3.541640e-77
#> [5446] 1.654859e-77 7.719973e-78 3.595578e-78 1.671937e-78 7.761919e-79
#> [5451] 3.597628e-79 1.664797e-79 7.691380e-80 3.547684e-80 1.633741e-80
#> [5456] 7.511369e-81 3.447883e-81 1.580096e-81 7.229554e-82 3.302456e-82
#> [5461] 1.506120e-82 6.857714e-83 3.117426e-83 1.414848e-83 6.410922e-84
#> [5466] 2.900200e-84 1.309881e-84 5.906535e-85 2.659072e-85 1.195154e-85
#> [5471] 5.363076e-86 2.402705e-86 1.074690e-86 4.799123e-87 2.139620e-87
#> [5476] 9.523741e-88 4.232279e-88 1.877746e-88 8.317545e-89 3.678316e-89
#> [5481] 1.624047e-89 7.158855e-90 3.150532e-90 1.384266e-90 6.072263e-91
#> [5486] 2.659357e-91 1.162781e-91 5.075909e-92 2.212202e-92 9.625663e-93
#> [5491] 4.181491e-93 1.813537e-93 7.852648e-94 3.394691e-94 1.465139e-94
#> [5496] 6.313232e-95 2.715932e-95 1.166487e-95 5.001903e-96 2.141334e-96
#> [5501] 9.152244e-97 3.905390e-97 1.663776e-97 7.076510e-98 3.004947e-98
#> [5506] 1.273937e-98 5.392030e-99 2.278505e-99 9.612599e-100 4.048785e-100
#> [5511] 1.702557e-100 7.147785e-101 2.995947e-101 1.253688e-101 5.237662e-102
#> [5516] 2.184630e-102 9.097268e-103 3.782129e-103 1.569835e-103 6.505246e-104
#> [5521] 2.691322e-104 1.111628e-104 4.584008e-105 1.887222e-105 7.756975e-106
#> [5526] 3.183123e-106 1.304085e-106 5.333963e-107 2.178138e-107 8.879981e-108
#> [5531] 3.614347e-108 1.468719e-108 5.958524e-109 2.413401e-109 9.759131e-110
#> [5536] 3.939885e-110 1.587985e-110 6.389987e-111 2.567107e-111 1.029623e-111
#> [5541] 4.122900e-112 1.648229e-112 6.578430e-113 2.621301e-113 1.042801e-113
#> [5546] 4.141674e-114 1.642253e-114 6.501201e-115 2.569430e-115 1.013840e-115
#> [5551] 3.993844e-116 1.570732e-116 6.167402e-117 2.417639e-117 9.461707e-118
#> [5556] 3.696889e-118 1.442089e-118 5.616118e-119 2.183579e-119 8.475984e-120
#> [5561] 3.284730e-120 1.270859e-120 4.908890e-121 1.893029e-121 7.288179e-122
#> [5566] 2.801359e-122 1.074994e-122 4.118426e-123 1.575230e-123 6.015115e-124
#> [5571] 2.293144e-124 8.727825e-125 3.316407e-125 1.258104e-125 4.764885e-126
#> [5576] 1.801669e-126 6.801183e-127 2.563188e-127 9.644129e-128 3.622697e-128
#> [5581] 1.358587e-128 5.086616e-129 1.901326e-129 7.095294e-130 2.643444e-130
#> [5586] 9.832309e-131 3.651125e-131 1.353579e-131 5.009864e-132 1.851202e-132
#> [5591] 6.829153e-133 2.515157e-133 9.248016e-134 3.394822e-134 1.244143e-134
#> [5596] 4.552064e-135 1.662766e-135 6.063712e-136 2.207651e-136 8.024291e-137
#> [5601] 2.911838e-137 1.054901e-137 3.815405e-138 1.377696e-138 4.966493e-139
#> [5606] 1.787434e-139 6.422350e-140 2.303782e-140 8.250348e-141 2.949759e-141
#> [5611] 1.052892e-141 3.752013e-142 1.334836e-142 4.741046e-143 1.681138e-143
#> [5616] 5.951345e-144 2.103340e-144 7.421408e-145 2.614240e-145 9.193626e-146
#> [5621] 3.227828e-146 1.131399e-146 3.959163e-147 1.383161e-147 4.824180e-148
#> [5626] 1.679794e-148 5.839424e-149 2.026588e-149 7.021695e-150 2.428844e-150
#> [5631] 8.387614e-151 2.891732e-151 9.953104e-152 3.420107e-152 1.173279e-152
#> [5636] 4.018312e-153 1.373935e-153 4.689959e-154 1.598277e-154 5.437696e-155
#> [5641] 1.846961e-155 6.262971e-156 2.120229e-156 7.165799e-157 2.417831e-157
#> [5646] 8.144542e-158 2.738965e-158 9.195717e-159 3.082220e-159 1.031384e-159
#> [5651] 3.445531e-160 1.149133e-160 3.826162e-161 1.271846e-161 4.220697e-162
#> [5656] 1.398337e-162 4.625064e-163 1.527220e-163 5.034579e-164 1.656924e-164
#> [5661] 5.444018e-165 1.785723e-165 5.847710e-166 1.911767e-166 6.239663e-167
#> [5666] 2.033126e-167 6.613701e-168 2.147838e-168 6.963620e-169 2.253955e-169
#> [5671] 7.283360e-170 2.349604e-170 7.567175e-171 2.433038e-171 7.809802e-172
#> [5676] 2.502690e-172 8.006628e-173 2.557219e-173 8.153829e-174 2.595558e-174
#> [5681] 8.248500e-175 2.616944e-175 8.288745e-176 2.620946e-176 8.273744e-177
#> [5686] 2.607478e-177 8.203778e-178 2.576804e-178 8.080220e-179 2.529526e-179
#> [5691] 7.905495e-180 2.466567e-180 7.682994e-181 2.389141e-181 7.416970e-182
#> [5696] 2.298713e-182 7.112399e-183 2.196953e-183 6.774828e-184 2.085685e-184
#> [5701] 6.410208e-185 1.966836e-185 6.024715e-186 1.842372e-186 5.624586e-187
#> [5706] 1.714257e-187 5.215947e-188 1.584391e-188 4.804668e-189 1.454575e-189
#> [5711] 4.396228e-190 1.326465e-190 3.995605e-191 1.201546e-191 3.607194e-192
#> [5716] 1.081109e-192 3.234744e-193 9.662314e-194 2.881329e-194 8.577782e-195
#> [5721] 2.549337e-195 7.563970e-196 2.240486e-196 6.625284e-197 1.955855e-197
#> [5726] 5.764188e-198 1.695935e-198 4.981380e-199 1.460694e-199 4.276003e-200
#> [5731] 1.249642e-200 3.645878e-201 1.061909e-201 3.087742e-202 8.963199e-203
#> [5736] 2.597487e-203 7.514706e-204 2.170394e-204 6.257964e-205 1.801338e-205
#> [5741] 5.176368e-206 1.484987e-206 4.252920e-207 1.215960e-207 3.470709e-208
#> [5746] 9.889725e-209 2.813306e-209 7.989444e-210 2.265075e-210 6.410843e-211
#> [5751] 1.811398e-211 5.109505e-212 1.438831e-212 4.044889e-213 1.135192e-213
#> [5756] 3.180515e-214 8.895925e-215 2.483992e-215 6.924276e-216 1.926920e-216
#> [5761] 5.353254e-217 1.484694e-217 4.110745e-218 1.136236e-218 3.135316e-219
#> [5766] 8.636904e-220 2.375194e-220 6.520845e-221 1.787198e-221 4.889956e-222
#> [5771] 1.335675e-222 3.642171e-223 9.914777e-224 2.694441e-224 7.310001e-225
#> [5776] 1.979835e-225 5.353076e-226 1.444908e-226 3.893495e-227 1.047373e-227
#> [5781] 2.812710e-228 7.540685e-229 2.018173e-229 5.392223e-230 1.438265e-230
#> [5786] 3.829757e-231 1.018040e-231 2.701592e-232 7.157077e-233 1.892834e-233
#> [5791] 4.997467e-234 1.317189e-234 3.465824e-235 9.103855e-236 2.387285e-236
#> [5796] 6.249471e-237 1.633210e-237 4.260894e-238 1.109734e-238 2.885336e-239
#> [5801] 7.489163e-240 1.940570e-240 5.019776e-241 1.296278e-241 3.341725e-242
#> [5806] 8.600068e-243 2.209487e-243 5.666818e-244 1.450926e-244 3.708592e-245
#> [5811] 9.463043e-246 2.410517e-246 6.129812e-247 1.556114e-247 3.943601e-248
#> [5816] 9.977038e-249 2.519807e-249 6.353157e-250 1.599074e-250 4.017946e-251
#> [5821] 1.007850e-251 2.523736e-252 6.308818e-253 1.574374e-253 3.922145e-254
#> [5826] 9.754274e-255 2.421708e-255 6.002107e-256 1.485049e-256 3.668031e-257
#> [5831] 9.044405e-258 2.226290e-258 5.470637e-259 1.341987e-259 3.286346e-260
#> [5836] 8.034006e-261 1.960672e-261 4.776739e-262 1.161747e-262 2.820625e-263
#> [5841] 6.836477e-264 1.654141e-264 3.995449e-265 9.634108e-266 2.319050e-266
#> [5846] 5.572645e-267 1.336795e-267 3.201259e-268 7.652945e-269 1.826368e-269
#> [5851] 4.351109e-270 1.034816e-270 2.456845e-271 5.822957e-272 1.377719e-272
#> [5856] 3.254083e-273 7.672687e-274 1.805997e-274 4.243624e-275 9.954221e-276
#> [5861] 2.330922e-276 5.448769e-277 1.271507e-277 2.962027e-278 6.888246e-279
#> [5866] 1.599108e-279 3.705920e-280 8.573606e-281 1.980067e-281 4.565044e-282
#> [5871] 1.050651e-282 2.413908e-283 5.536447e-284 1.267622e-284 2.897318e-285
#> [5876] 6.610745e-286 1.505748e-286 3.423747e-287 7.771384e-288 1.760930e-288
#> [5881] 3.983208e-289 8.994367e-290 2.027472e-290 4.562319e-291 1.024856e-291
#> [5886] 2.298191e-292 5.144644e-293 1.149663e-293 2.564668e-294 5.711334e-295
#> [5891] 1.269665e-295 2.817643e-296 6.242059e-297 1.380431e-297 3.047516e-298
#> [5896] 6.716173e-299 1.477550e-299 3.244939e-300 7.114020e-301 1.556924e-301
#> [5901] 3.401445e-302 7.418275e-303 1.615049e-303 3.510039e-304 7.615194e-305
#> [5906] 1.649274e-305 3.565723e-306 7.695639e-307 1.657999e-307 3.565873e-308
#> [5911] 7.655781e-309 1.640798e-309 3.510445e-310 7.497402e-311 1.598456e-311
#> [5916] 3.401982e-312 7.227766e-313 1.532911e-313 3.245418e-314 6.859062e-315
#> [5921] 1.447102e-315 3.047710e-316 6.407492e-317 1.344752e-317 2.817320e-318
#> [5926] 5.892079e-319 1.230125e-319 2.563707e-320 5.330968e-321 1.106707e-321
#> [5931] 2.272702e-322 4.940656e-323 9.881313e-324 0.000000e+00 0.000000e+00
#> [5936] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [5941] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [5946] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [5951] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [5956] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
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#> [9166] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9171] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9176] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9181] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9186] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9191] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9196] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9201] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9206] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9211] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9216] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9221] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9226] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9231] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9236] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9241] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9246] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9251] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9256] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9261] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9266] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9271] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9276] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9281] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9286] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9291] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9296] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9301] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9306] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9311] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9316] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9321] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9326] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9331] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9336] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9341] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9346] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9351] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9356] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9361] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9366] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9371] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9376] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9381] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9386] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9391] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9396] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9401] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9406] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9411] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9416] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9421] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9426] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9431] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9436] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9441] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9446] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9451] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9456] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9461] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9466] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9471] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9476] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9481] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9486] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9491] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9496] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9501] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9506] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9511] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9516] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9521] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9526] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9531] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9536] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9541] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9546] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9551] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9556] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9561] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9566] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9571] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9576] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9581] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9586] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9591] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9596] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9601] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9606] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9611] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9616] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9621] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9626] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9631] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9636] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9641] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9646] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9651] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9656] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9661] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9666] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9671] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9676] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9681] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9686] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9691] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9696] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9701] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9706] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9711] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9716] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9721] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9726] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9731] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9736] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9741] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9746] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9751] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9756] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9761] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9766] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9771] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9776] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9781] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9786] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9791] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9796] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9801] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9806] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9811] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9816] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9821] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9826] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9831] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9836] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9841] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9846] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9851] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9856] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9861] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9866] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9871] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9876] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9881] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9886] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9891] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9896] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9901] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9906] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9911] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9916] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9921] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9926] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9931] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9936] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9941] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9946] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9951] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9956] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9961] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9966] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9971] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9976] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9981] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9986] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9991] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [9996] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [10001] 0.000000e+00
#>
#> $robustness_bayes_res$hdi_mode
#> mode
#> 0.4965
#>
#> $robustness_bayes_res$hdi_l
#> 5%
#> 0.4925
#>
#> $robustness_bayes_res$hdi_u
#> 95%
#> 0.5007
#>
#> $robustness_bayes_res$inference_robustness_bayes
#> [1] "M0"
#>
#>
#> $robustness_inference
#> [1] "Robust"
#>
#> $confirmatory_mixed_ci_width
#> [1] 0.9975
#>
#> $confirmatory_mixed_ci_l
#> [1] 0.4872216
#>
#> $confirmatory_mixed_ci_u
#> [1] 0.5030312
#>
# }