experDesign (version 0.4.0)

check_index: Check index distribution on batches

Description

Report the statistics for each subset and variable compared to the original.

Usage

check_index(pheno, index, omit = NULL)

Value

A matrix with the differences with the original data.

Arguments

pheno

Data.frame with the sample information.

index

A list of indices indicating which samples go to which subset.

omit

Name of the columns of the pheno that will be omitted.

Details

The closer the values are to 0, the less difference is with the original distribution, so it is a better randomization.

See Also

Functions that create an index design(), replicates(), spatial(). See also create_subset() for a random index.

Examples

index <- create_subset(50, 24)
metadata <- expand.grid(height = seq(60, 80, 5), weight = seq(100, 300, 50),
                        sex = c("Male","Female"))
check_index(metadata, index)