Skip to main content

Table 2 The simulation II results (p-value)

From: Dimension reduction with gene expression data using targeted variable importance measurement

  Simulation
  Linear Polynomial
  R 2 T.P F.P. R 2 T.P. F.P.
UR-VIM 0.2887 13.8 605.3 0.1851 13.4 555.9
0.4849 16.6 280.5 0.3245 14.7 255.5
0.6289 19.7 29.1 0.4203 17.9 24
TMLE-VIM(λ) 0.6479 20 41.6 0.4498 19.2 105.9
  1. The candidate variable list contains all variables with p-values less than 0.05.