Description Usage Arguments Value Examples
Calculates p-values in high-dimentional linear models using multi-split method
1 |
Y |
A numeric response vector, containing nobs variables. |
X |
An input matrix, of dimension nobs x nvars. |
W |
A covariate matrix, of dimension nobs x ncors, default is NULL. |
type |
Penalized regression type, valid parameters include "Lasso", "AdaLasso", "SCAD", and "MCP". |
B |
Multi-split times, default is 100. |
fold.num |
The number of cross validation folds. |
A list of objects containing: (1) harmonic mean p-values; (2) original p-values; (3) index of selected samples; (4) index of selected variables
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