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

plot_layout_helper remains stable

$x_ticks
  [1] 1e-06 2e-06 3e-06 4e-06 5e-06 6e-06 7e-06 8e-06 9e-06 1e-05 2e-05 3e-05
 [13] 4e-05 5e-05 6e-05 7e-05 8e-05 9e-05 1e-04 2e-04 3e-04 4e-04 5e-04 6e-04
 [25] 7e-04 8e-04 9e-04 1e-03 2e-03 3e-03 4e-03 5e-03 6e-03 7e-03 8e-03 9e-03
 [37] 1e-02 2e-02 3e-02 4e-02 5e-02 6e-02 7e-02 8e-02 9e-02 1e-01 2e-01 3e-01
 [49] 4e-01 5e-01 6e-01 7e-01 8e-01 9e-01 1e+00 2e+00 3e+00 4e+00 5e+00 6e+00
 [61] 7e+00 8e+00 9e+00 1e+01 2e+01 3e+01 4e+01 5e+01 6e+01 7e+01 8e+01 9e+01
 [73] 1e+02 2e+02 3e+02 4e+02 5e+02 6e+02 7e+02 8e+02 9e+02 1e+03 2e+03 3e+03
 [85] 4e+03 5e+03 6e+03 7e+03 8e+03 9e+03 1e+04 2e+04 3e+04 4e+04 5e+04 6e+04
 [97] 7e+04 8e+04 9e+04 1e+05 2e+05 3e+05 4e+05 5e+05 6e+05 7e+05 8e+05 9e+05
[109] 1e+06 2e+06 3e+06 4e+06 5e+06 6e+06 7e+06 8e+06 9e+06 1e+07 2e+07 3e+07
[121] 4e+07 5e+07 6e+07 7e+07 8e+07 9e+07 1e+08

$x_labels
  [1] "1e-06" "2e-06" "3e-06" " "     " "     " "     " "     " "     " "    
 [10] "1e-05" "2e-05" "3e-05" " "     " "     " "     " "     " "     " "    
 [19] "1e-04" "2e-04" "3e-04" " "     " "     " "     " "     " "     " "    
 [28] "0.001" "0.002" "0.003" " "     " "     " "     " "     " "     " "    
 [37] "0.01"  "0.02"  "0.03"  " "     " "     " "     " "     " "     " "    
 [46] "0.1"   "0.2"   "0.3"   " "     " "     " "     " "     " "     " "    
 [55] "1"     "2"     "3"     " "     " "     " "     " "     " "     " "    
 [64] "10"    "20"    "30"    " "     " "     " "     " "     " "     " "    
 [73] "100"   "200"   "300"   " "     " "     " "     " "     " "     " "    
 [82] "1000"  "2000"  "3000"  " "     " "     " "     " "     " "     " "    
 [91] "10000" "20000" "30000" " "     " "     " "     " "     " "     " "    
[100] "1e+05" "2e+05" "3e+05" " "     " "     " "     " "     " "     " "    
[109] "1e+06" "2e+06" "3e+06" " "     " "     " "     " "     " "     " "    
[118] "1e+07" "2e+07" "3e+07" " "     " "     " "     " "     " "     " "    
[127] "1e+08"

$y_ticks
 [1] -16.11809560 -13.81551006 -11.51292046  -9.21029037  -6.90725507
 [6]  -5.29581214  -4.60014923  -2.97019525  -2.25036733  -1.49993999
[11]  -1.03093043  -0.36651292  -0.08742157   0.18562676   0.47588500
[16]   0.83403245   1.09718870   1.52717963   1.93264473   2.22032681
[21]   2.44347036

$y_labels
 [1]  0.00001  0.00010  0.00100  0.01000  0.10000  0.50000  1.00000  5.00000
 [9] 10.00000 20.00000 30.00000 50.00000 60.00000 70.00000 80.00000 90.00000
[17] 95.00000 99.00000 99.90000 99.99000 99.99900

$x_ticks
NULL

$x_labels
NULL

$y_ticks
 [1] -5.1993376 -4.7534243 -4.2648908 -3.7190165 -3.0902323 -2.5758293
 [7] -2.3263479 -1.6448536 -1.2815516 -0.8416212 -0.5244005  0.0000000
[13]  0.2533471  0.5244005  0.8416212  1.2815516  1.6448536  2.3263479
[19]  3.0902323  3.7190165  4.2648908

$y_labels
 [1]  0.00001  0.00010  0.00100  0.01000  0.10000  0.50000  1.00000  5.00000
 [9] 10.00000 20.00000 30.00000 50.00000 60.00000 70.00000 80.00000 90.00000
[17] 95.00000 99.00000 99.90000 99.99000 99.99900

plot_prob_helper remains stable

CDF estimation for methods 'johnson', 'kaplan':
# A tibble: 134 x 7
   id        x status  rank    prob cdf_estimation_method     q
   <chr> <dbl>  <dbl> <dbl>   <dbl> <chr>                 <dbl>
 1 ID72     94      1     1 0.00967 johnson               -4.63
 2 ID72     94      1    NA 0.0139  kaplan                -4.27
 3 ID71     96      1     2 0.0235  johnson               -3.74
 4 ID71     96      1    NA 0.0278  kaplan                -3.57
 5 ID69     99      1     4 0.0511  johnson               -2.95
 6 ID70     99      1     4 0.0511  johnson               -2.95
 7 ID69     99      1    NA 0.0556  kaplan                -2.86
 8 ID70     99      1    NA 0.0556  kaplan                -2.86
 9 ID68    104      1     5 0.0649  johnson               -2.70
10 ID68    104      1    NA 0.0694  kaplan                -2.63
# i 124 more rows

CDF estimation for methods 'johnson', 'kaplan':
# A tibble: 134 x 7
   id        x status  rank    prob cdf_estimation_method     q
   <chr> <dbl>  <dbl> <dbl>   <dbl> <chr>                 <dbl>
 1 ID72     94      1     1 0.00967 johnson               -2.34
 2 ID72     94      1    NA 0.0139  kaplan                -2.20
 3 ID71     96      1     2 0.0235  johnson               -1.99
 4 ID71     96      1    NA 0.0278  kaplan                -1.91
 5 ID69     99      1     4 0.0511  johnson               -1.63
 6 ID70     99      1     4 0.0511  johnson               -1.63
 7 ID69     99      1    NA 0.0556  kaplan                -1.59
 8 ID70     99      1    NA 0.0556  kaplan                -1.59
 9 ID68    104      1     5 0.0649  johnson               -1.51
10 ID68    104      1    NA 0.0694  kaplan                -1.48
# i 124 more rows

plot_mod_helper remains stable

# A tibble: 100 x 7
     x_p    y_p param_val param_label cdf_estimation_method group     q
   <dbl>  <dbl> <list>    <list>      <chr>                 <chr> <dbl>
 1 6700  0.0183 <chr [3]> <chr [3]>   <NA>                  <NA>  -3.99
 2 6798. 0.0190 <chr [3]> <chr [3]>   <NA>                  <NA>  -3.95
 3 6897. 0.0198 <chr [3]> <chr [3]>   <NA>                  <NA>  -3.91
 4 6997. 0.0206 <chr [3]> <chr [3]>   <NA>                  <NA>  -3.87
 5 7100. 0.0214 <chr [3]> <chr [3]>   <NA>                  <NA>  -3.83
 6 7203. 0.0223 <chr [3]> <chr [3]>   <NA>                  <NA>  -3.79
 7 7308. 0.0232 <chr [3]> <chr [3]>   <NA>                  <NA>  -3.75
 8 7415. 0.0241 <chr [3]> <chr [3]>   <NA>                  <NA>  -3.71
 9 7523. 0.0251 <chr [3]> <chr [3]>   <NA>                  <NA>  -3.67
10 7633. 0.0261 <chr [3]> <chr [3]>   <NA>                  <NA>  -3.63
# i 90 more rows

plot_mod_mix_helper remains stable

# A tibble: 200 x 7
     x_p    y_p param_val param_label cdf_estimation_method group     q
   <dbl>  <dbl> <list>    <list>      <chr>                 <chr> <dbl>
 1 6700  0.0183 <chr [2]> <chr [2]>   johnson               group -3.99
 2 6804. 0.0191 <chr [2]> <chr [2]>   johnson               group -3.95
 3 6909. 0.0199 <chr [2]> <chr [2]>   johnson               group -3.91
 4 7013. 0.0207 <chr [2]> <chr [2]>   johnson               group -3.87
 5 7118. 0.0216 <chr [2]> <chr [2]>   johnson               group -3.82
 6 7222. 0.0225 <chr [2]> <chr [2]>   johnson               group -3.78
 7 7327. 0.0234 <chr [2]> <chr [2]>   johnson               group -3.75
 8 7431. 0.0243 <chr [2]> <chr [2]>   johnson               group -3.71
 9 7536. 0.0252 <chr [2]> <chr [2]>   johnson               group -3.67
10 7640. 0.0262 <chr [2]> <chr [2]>   johnson               group -3.63
# i 190 more rows

plot_conf_helper_2 remains stable

# A tibble: 204 x 5
# Groups:   bound [2]
       x      y bound cdf_estimation_method     q
   <dbl>  <dbl> <chr> <chr>                 <dbl>
 1 6700. 0.0927 Upper johnson               -2.33
 2 6910  0.0958 Upper johnson               -2.30
 3 7120. 0.0990 Upper johnson               -2.26
 4 7330. 0.102  Upper johnson               -2.23
 5 7540  0.106  Upper johnson               -2.19
 6 7750  0.109  Upper johnson               -2.16
 7 7960. 0.113  Upper johnson               -2.12
 8 8170  0.117  Upper johnson               -2.09
 9 8380  0.121  Upper johnson               -2.05
10 8590  0.124  Upper johnson               -2.02
# i 194 more rows

plot_pop_helper remains stable

# A tibble: 100 x 6
      x_s    y_s       q param_val param_label group
    <dbl>  <dbl>   <dbl> <list>    <list>      <chr>
 1 26522. 0.734   0.282  <chr [3]> <chr [3]>   1    
 2 19771. 0.628  -0.0115 <chr [3]> <chr [3]>   1    
 3 11143. 0.427  -0.585  <chr [3]> <chr [3]>   1    
 4  1926. 0.0918 -2.34   <chr [3]> <chr [3]>   1    
 5 32021. 0.798   0.471  <chr [3]> <chr [3]>   1    
 6  2143. 0.102  -2.23   <chr [3]> <chr [3]>   1    
 7  1138. 0.0553 -2.87   <chr [3]> <chr [3]>   1    
 8  8286. 0.339  -0.881  <chr [3]> <chr [3]>   1    
 9  9269. 0.371  -0.769  <chr [3]> <chr [3]>   1    
10 55681. 0.938   1.02   <chr [3]> <chr [3]>   1    
# i 90 more rows