multi.lasso {HCTR} | R Documentation |
Multi-split Lasso
Description
Multi-splitted variable selection using Lasso
Usage
multi.lasso(X, Y, p.fac = NULL, fold.num)
Arguments
X |
An input matrix, of dimension nobs x nvars. |
Y |
A numeric response vector, containing nobs variables. |
p.fac |
A sequence of penalty factor applied on each variable. |
fold.num |
The number of cross validation folds. |
Value
A list of two numeric objects of index of (1) selected and (2) unselected variables.
[Package HCTR version 0.1.1 Index]