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Generate null distribution of combined stratified statistics

Source: R/CMRSS_SRE.R
com_null_dist_block.Rd

Generates the randomization null distribution of the maximum among weighted and normalized stratified rank sum statistics.

Usage

com_null_dist_block(
  Z,
  block,
  methods.list.all,
  scores.list.all = NULL,
  null.max = 10^4,
  weight,
  block.sum = NULL,
  Z.perm = NULL,
  chunk_size = NULL
)

Arguments

Z

An n-dimensional binary treatment assignment vector.

block

An n-dimensional vector specifying block membership.

methods.list.all

A list of lists of method specifications.

scores.list.all

Optional pre-computed scores.

null.max

Number of permutations.

weight

A B-dimensional vector of block weights.

block.sum

Optional pre-computed block summary.

Z.perm

Optional pre-computed permutation matrix.

chunk_size

Optional number of permutations per chunk when Z.perm is NULL. If NULL, chosen adaptively based on n.

Value

A numeric vector of the null distribution (length null.max).