rank_regression.md
In weibulltools: Statistical Methods for Life Data Analysis

rank_regression remains stable

[[1]]
        mu      sigma 
10.2595802  0.3632051

[[2]]
        mu      sigma 
10.1485956  0.5817617

[[3]]
        mu      sigma 
10.1341532  0.3210509

[[4]]
       mu     sigma 
24633.413  9014.119

[[5]]
       mu     sigma 
24299.593  4897.149

[[6]]
       mu     sigma 
26104.595  5472.624

[[7]]
        mu      sigma      gamma 
10.2595802  0.3632051  0.0000000

[[8]]
        mu      sigma      gamma 
10.1485956  0.5817617  0.0000000

[[9]]
        mu      sigma      gamma 
10.1341532  0.3210509  0.0000000

[[10]]
   theta 
36691.02

[[11]]
       theta        gamma 
3.669102e+04 1.127561e-05

[[12]]
        mu      sigma 
10.2653647  0.3668151

[[13]]
        mu      sigma 
10.1661248  0.6034129

[[14]]
        mu      sigma 
10.1425101  0.3269275

[[15]]
      mu    sigma 
24746.83  9154.20

[[16]]
      mu    sigma 
24500.02  5038.09

[[17]]
       mu     sigma 
26505.022  5722.522

[[18]]
        mu      sigma      gamma 
10.2653647  0.3668151  0.0000000

[[19]]
        mu      sigma      gamma 
10.1661248  0.6034129  0.0000000

[[20]]
        mu      sigma      gamma 
10.1425101  0.3269275  0.0000000

[[21]]
  theta 
43818.1

[[22]]
       theta        gamma 
4.381810e+04 1.127561e-05

[[1]]
             5 %       95 %
mu    10.2177040 10.3014564
sigma  0.3467498  0.3796604

[[2]]
             5 %       95 %
mu    10.0603850 10.2368062
sigma  0.4951843  0.6683391

[[3]]
             5 %       95 %
mu    10.0724750 10.1958313
sigma  0.2927225  0.3493792

[[4]]
            5 %      95 %
mu    23888.632 25378.195
sigma  8355.242  9672.996

[[5]]
            5 %      95 %
mu    23398.889 25200.296
sigma  4289.583  5504.715

[[6]]
            5 %     95 %
mu    24634.791 27574.40
sigma  4551.759  6393.49

[[7]]
             5 %       95 %
mu    10.2177040 10.3014564
sigma  0.3467498  0.3796604
gamma         NA         NA

[[8]]
             5 %       95 %
mu    10.0603850 10.2368062
sigma  0.4951843  0.6683391
gamma         NA         NA

[[9]]
             5 %       95 %
mu    10.0724750 10.1958313
sigma  0.2927225  0.3493792
gamma         NA         NA

[[10]]
          5 %     95 %
theta 26770.9 46611.15

[[11]]
          5 %     95 %
theta 26770.9 46611.15
gamma      NA       NA

[[12]]
             5 %     95 %
mu    10.2309179 10.30322
sigma  0.3502954  0.38497

[[13]]
             5 %       95 %
mu    10.0959675 10.2579627
sigma  0.5321875  0.6966491

[[14]]
             5 %       95 %
mu    10.0910140 10.2028972
sigma  0.3028604  0.3551498

[[15]]
           5 %      95 %
mu    24276.29 25299.961
sigma  8470.67  9957.728

[[16]]
            5 %      95 %
mu    24049.061 25080.339
sigma  4476.579  5760.668

[[17]]
           5 %      95 %
mu    25653.73 27691.589
sigma  4914.04  6849.421

[[18]]
             5 %     95 %
mu    10.2309179 10.30322
sigma  0.3502954  0.38497
gamma         NA       NA

[[19]]
             5 %       95 %
mu    10.0959675 10.2579627
sigma  0.5321875  0.6966491
gamma         NA         NA

[[20]]
             5 %       95 %
mu    10.0910140 10.2028972
sigma  0.3028604  0.3551498
gamma         NA         NA

[[21]]
           5 %     95 %
theta 33670.22 62721.89

[[22]]
           5 %     95 %
theta 33670.22 62721.89
gamma       NA       NA

[[1]]
[1] 0.9901585

[[2]]
[1] 0.9641187

[[3]]
[1] 0.9820248

[[4]]
[1] 0.9846976

[[5]]
[1] 0.9720249

[[6]]
[1] 0.9563309

[[7]]
[1] 0.9901585

[[8]]
[1] 0.9641187

[[9]]
[1] 0.9820248

[[10]]
[1] 0.8373485

[[11]]
[1] 0.8373485

[[12]]
[1] 0.9901585

[[13]]
[1] 0.9641187

[[14]]
[1] 0.9820248

[[15]]
[1] 0.9846976

[[16]]
[1] 0.9720249

[[17]]
[1] 0.9563309

[[18]]
[1] 0.9901585

[[19]]
[1] 0.9641187

[[20]]
[1] 0.9820248

[[21]]
[1] 0.8373485

[[22]]
[1] 0.8373485

[[1]]
       mu     sigma 
5.2279272 0.2241355

[[2]]
      mu    sigma 
5.115144 0.316056

[[3]]
       mu     sigma 
5.1176998 0.1802428

[[4]]
       mu     sigma 
172.66452  51.93957

[[5]]
       mu     sigma 
173.05558  29.49826

[[6]]
       mu     sigma 
190.48049  35.78097

[[7]]
        mu      sigma      gamma 
 4.5721227  0.6556295 88.4275132

[[8]]
        mu      sigma      gamma 
 4.6015902  0.5494026 62.9063064

[[9]]
        mu      sigma      gamma 
 4.4745759  0.3685453 73.8180169

[[10]]
   theta 
153.3138

[[11]]
   theta    gamma 
82.31731 93.99906

[[12]]
       mu     sigma 
5.2451628 0.2493888

[[13]]
       mu     sigma 
5.1161156 0.3236977

[[14]]
       mu     sigma 
5.1193079 0.1870232

[[15]]
       mu     sigma 
173.32798  57.15689

[[16]]
       mu     sigma 
173.92411  33.16044

[[17]]
       mu     sigma 
196.99871  45.33137

[[18]]
        mu      sigma      gamma 
 4.5774376  0.6634169 88.4275132

[[19]]
        mu      sigma      gamma 
 4.6021974  0.5541778 62.9063064

[[20]]
        mu      sigma      gamma 
 4.4754393  0.3721857 73.8180169

[[21]]
   theta 
182.1212

[[22]]
   theta    gamma 
83.79531 93.99906

[[1]]
          2.5 %    97.5 %
mu    5.1978424 5.2580121
sigma 0.1858927 0.2623784

[[2]]
          2.5 %    97.5 %
mu    5.1042774 5.1260102
sigma 0.2943195 0.3377925

[[3]]
          2.5 %    97.5 %
mu    5.1056347 5.1297650
sigma 0.1614857 0.1989999

[[4]]
          2.5 %    97.5 %
mu    168.89415 176.43490
sigma  45.12531  58.75383

[[5]]
          2.5 %    97.5 %
mu    169.08321 177.02795
sigma  24.62109  34.37543

[[6]]
          2.5 %    97.5 %
mu    182.73515 198.22582
sigma  27.51695  44.04498

[[7]]
          2.5 %    97.5 %
mu    4.5512796 4.5929657
sigma 0.6253481 0.6859109
gamma        NA        NA

[[8]]
          2.5 %    97.5 %
mu    4.5910762 4.6121042
sigma 0.5304872 0.5683181
gamma        NA        NA

[[9]]
          2.5 %    97.5 %
mu    4.4635371 4.4856147
sigma 0.3506927 0.3863979
gamma        NA        NA

[[10]]
         2.5 %   97.5 %
theta 139.8304 166.7973

[[11]]
         2.5 %   97.5 %
theta 79.94696 84.68766
gamma       NA       NA

[[12]]
          2.5 %    97.5 %
mu    5.2295893 5.2659760
sigma 0.2179968 0.2913427

[[13]]
          2.5 %    97.5 %
mu    5.1132026 5.1194340
sigma 0.3039265 0.3462202

[[14]]
          2.5 %    97.5 %
mu    5.1182768 5.1201775
sigma 0.1723807 0.2043842

[[15]]
          2.5 %   97.5 %
mu    172.44830 174.4653
sigma  50.68253  65.5276

[[16]]
         2.5 %    97.5 %
mu    173.6679 174.26374
sigma  29.0886  38.55778

[[17]]
          2.5 %    97.5 %
mu    193.06953 202.92302
sigma  37.69828  56.84032

[[18]]
          2.5 %    97.5 %
mu    4.5668316 4.5891315
sigma 0.6325598 0.6974389
gamma        NA        NA

[[19]]
          2.5 %    97.5 %
mu    4.6016346 4.6027229
sigma 0.5357585 0.5739086
gamma        NA        NA

[[20]]
          2.5 %    97.5 %
mu    4.4698760 4.4805062
sigma 0.3555821 0.3904158
gamma        NA        NA

[[21]]
         2.5 %   97.5 %
theta 162.7082 206.7942

[[22]]
         2.5 %   97.5 %
theta 81.09395 86.68283
gamma       NA       NA

[[1]]
[1] 0.8987394

[[2]]
[1] 0.9763925

[[3]]
[1] 0.9637454

[[4]]
[1] 0.9087193

[[5]]
[1] 0.8895619

[[6]]
[1] 0.7893201

[[7]]
[1] 0.9882616

[[8]]
[1] 0.9913833

[[9]]
[1] 0.9902188

[[10]]
[1] 0.8418231

[[11]]
[1] 0.9823619

[[12]]
[1] 0.8987394

[[13]]
[1] 0.9763925

[[14]]
[1] 0.9637454

[[15]]
[1] 0.9087193

[[16]]
[1] 0.8895619

[[17]]
[1] 0.7893201

[[18]]
[1] 0.9882616

[[19]]
[1] 0.9913833

[[20]]
[1] 0.9902188

[[21]]
[1] 0.8418231

[[22]]
[1] 0.9823619