fs {knockoff}R Documentation

Forward selection

Description

Perform forward variable selection with or without OMP

Usage

fs(X, y, omp = FALSE)

Arguments

X

matrix of predictors

y

response vector

omp

whether to use orthogonal matching pursuit (OMP)

Value

vector with jth component the variable added at step j


[Package knockoff version 0.3.6 Index]