Helper function to generate cross-validation folds that can be used by cv.SPQR.
Usage
createFolds.SPQR(Y, nfold, stratified = FALSE)
Arguments
- Y
The response vector.
- nfold
The number of cross-validation folds.
- stratified
If TRUE, stratified folds based on quantiles of Y are generated.
Value
A list of size nfold containing indices of the observations for each fold.
Examples
set.seed(919)
n <- 1000
X <- rbinom(n, 1, 0.5)
Y <- rnorm(n, X, 0.8)
folds <- createFolds.SPQR(Y, nfold = 5)
