Simple knockoff generator based on least squares fit (continuous variables) or multinomial logistic regression (factor variables) respectively. If X is empty, knockoffs are sampled from the marginal distribution of y

Simple knockoff generator based on least squares fit (continuous variables) or multinomial logistic regression (factor variables) respectively. If X is empty, knockoffs are sampled from the marginal distribution of y

Usage

sim_simple(y, X)

Arguments

y

response vector (either "numeric" or "factor") that gets passed to cv.glmnet

X

data.frame of covariates that are passed to cv.glmnet

Value

simulated response