simulation.md
In bonsaiforest: Shrinkage Based Forest Plots

simul_covariates works as expected with less than 10 covariates

Code
  result
Output
    arm x_1 x_2 x_3 x_4 x_5
  1   0   b   b   a   c   a
  2   1   b   b   b   b   d
  3   0   b   a   a   c   c
  4   1   b   b   b   c   a
  5   1   a   a   b   c   d

simul_covariates works as expected with more than 10 covariates

Code
  result
Output
    arm x_1 x_2 x_3 x_4 x_5 x_6 x_7 x_8 x_9 x_10 x_11 x_12 x_13 x_14 x_15 x_16
  1   0   b   b   a   c   a   a   a   a   a    c    b    b    b    b    d    a
  2   1   b   b   b   b   d   b   a   b   b    c    a    b    a    c    c    b
  3   0   b   a   a   c   c   b   b   c   b    c    a    b    b    b    a    b
  4   1   b   b   b   c   a   b   a   c   b    b    a    b    b    c    c    a
  5   1   a   a   b   c   d   b   a   c   b    c    a    b    b    b    c    b
    x_17 x_18 x_19 x_20 x_21 x_22 x_23
  1    a    b    b    c    a    b    b
  2    b    c    b    a    b    b    a
  3    a    b    b    b    a    a    b
  4    b    b    b    c    a    a    b
  5    a    c    b    c    b    a    b

simul_covariates works as expected when adding continuous covariates

Code
  result
Output
    arm x_1 x_2 x_3 x_4 x_5 x_6 x_7 x_8 x_9 x_10 x_11 x_12 x_13 x_14 x_15 x_16
  1   0   b   b   a   c   a   a   a   a   a    c    b    b    b    b    d    a
  2   1   b   b   b   b   d   b   a   b   b    c    a    b    a    c    c    b
  3   0   b   a   a   c   c   b   b   c   b    c    a    b    b    b    a    b
  4   1   b   b   b   c   a   b   a   c   b    b    a    b    b    c    c    a
  5   1   a   a   b   c   d   b   a   c   b    c    a    b    b    b    c    b
    x_17 x_18 x_19 x_20 x_21 x_22 x_23        z_1        z_2        z_3
  1    a    b    b    c    a    b    b  1.2240818  1.7869131 -1.0678237
  2    b    c    b    a    b    b    a  0.3598138  0.4978505 -0.2179749
  3    a    b    b    b    a    a    b  0.4007715 -1.9666172 -1.0260044
  4    b    b    b    c    a    a    b  0.1106827  0.7013559 -0.7288912
  5    a    c    b    c    b    a    b -0.5558411 -0.4727914 -0.6250393
           z_4        z_5         z_6        z_7        z_8         z_9
  1  0.4264642 -1.6866933 -0.72579189 -1.0307858 -1.8816246 -1.04694044
  2 -0.2950715  0.8377870  0.06576195 -0.3944336 -0.6490792 -0.40078197
  3  0.8951257  0.1533731  0.85075519  1.6913163  0.1415286  1.11655332
  4  0.8781335 -1.1381369  0.26933003 -0.7343564  1.9220613  0.45104462
  5  0.8215811  1.2538149  0.04609698 -0.2900752  1.1893700  0.07028193
            z_10       z_11       z_12       z_13         z_14       z_15
  1  0.076168143  0.3796395 0.30352864 -0.4910312  0.005764186  1.0255714
  2  0.002102864 -0.5023235 0.44820978 -2.3091689  0.385280401 -0.2847730
  3  1.583208674 -0.3332074 0.05300423  1.0057385 -0.370660032 -1.2207177
  4 -0.328920501 -1.0185754 0.92226747 -0.7092008  0.644376549  0.1813035
  5  0.153650996 -1.0717912 2.05008469 -0.6880086 -0.220486562 -0.1388914
          z_16       z_17       z_18        z_19       z_20        z_21
  1 -0.8377014 -1.7980037 -0.5812149 -0.08074953  0.5195101 -0.57534696
  2  1.8707159  0.3715193  1.0431656  1.06894428 -1.1183887  0.60796432
  3 -0.1056646 -0.7134370 -0.4210515  0.72917841 -0.8034322 -1.61788271
  4 -0.3180466  0.4121684 -0.3568563  1.06739417  1.3030945 -0.05556197
  5  0.6596359 -1.3920846  0.2743675 -0.70873386  0.3176870  0.51940720
          z_22       z_23
  1  0.3011534  0.1176466
  2  0.1056762 -0.9474746
  3 -0.6407060 -0.4905574
  4 -0.8497043 -0.2560922
  5 -1.0241288  1.8438620