design: Design a batch experiment

In llrs/experDesign: Design Experiments for Batches

Design a batch experiment

Description

Given some samples it distribute them in several batches, trying to have equal number of samples per batch. It can handle both numeric and categorical data.

Usage

design(pheno, size_subset, omit = NULL, iterations = 500, name = "SubSet")

Arguments

pheno	Data.frame with the sample information.
size_subset	Numeric value of the number of sample per batch.
omit	Name of the columns of the pheno that will be omitted.
iterations	Numeric value of iterations that will be performed.
name	A character used to name the subsets, either a single one or a vector the same size as n.

Value

The indices of which samples go with which batch.

See Also

The ⁠evaluate_*⁠ functions and create_subset().

Examples

data(survey, package = "MASS")
index <- design(survey[, c("Sex", "Smoke", "Age")], size_subset = 50,
                iterations = 10)
index

llrs/experDesign documentation built on Dec. 24, 2024, 8:22 a.m.