genPerms: Generate Treatment Permutations

In PropScrRand: Propensity Score Methods for Assigning Treatment in Randomized Trials

Generate Treatment Permutations

Description

Used within calls to pcr to generate a set of unique treatment permutations for randomization.

Usage

genPerms(n, n1, nPerms)

Arguments

n	Total number of units to be randomized.
n1	Number of units to receive treatment.
nPerms	Number of permutations to generate.

Details

This function randomly samples nPerms of the choose(n, n1) possible treatment permutations. If nPerms > choose(n, n1), then all choose(n, n1) permutations are generated systematically. Also, in the case of 1-to-1 allocation, the complement treatment vectors are also produced, so the returned matrix has 2*nPerms permutations. Uniqueness is checked throughout and duplicate permutations disgarded.

Value

The result is an n1 x nPerms (or n1 x choose(n, n1) or n1 x 2*nPerms) matrix. Each column represents one treatment permutation, with the values in the column giving the index of the treated units.

Author(s)

Travis M. Loux

Examples

genPerms(n=50, n1=25, nPerms=500)
genPerms(n=50, n1=35, nPerms=500)

PropScrRand documentation built on June 22, 2024, 6:57 p.m.