Create response slices

Constructs response slices for inverse regression-based sufficient dimension reduction methods.

Usage

make_slices(y, nslices = 6, type = c("quantile", "equal_width"))

Arguments

y

Numeric continuous response vector.

nslices

Number of slices.

type

Slicing strategy. Currently supports "quantile" and "equal_width".

Value

Integer vector of slice memberships.

Examples

slices <- make_slices(mtcars$mpg, nslices = 4)
table(slices)
#> slices
#> 1 2 3 4 
#> 8 9 8 7