get_power_results: Calculates different definitions of power (support function)

In MDRCNY/PUMP: Power Under Multiplicity Project

Calculates different definitions of power (support function)

Description

This function takes in a matrix of adjusted p-values and unadjusted p-values and outputs different types of power.

This function is mostly for internal use, but may be of interest to users who wish to calculate power on their own.

Usage

get_power_results(
  adj.pval.mat,
  unadj.pval.mat,
  ind.nonzero,
  alpha,
  drop.zero.outcomes = TRUE,
  adj = TRUE
)

Arguments

adj.pval.mat	matrix; adjusted p-values, columns are outcomes
unadj.pval.mat	matrix; unadjusted p-values, columns are outcomes
ind.nonzero	vector; which outcomes correspond to nonzero effects.
alpha	scalar; the family wise error rate (FWER).
drop.zero.outcomes	logical; whether to report power results for outcomes with MDES = 0.
adj	logical; whether p-values are unadjusted or not.

Value

data frame; power results for individual, minimum, complete power.

MDRCNY/PUMP documentation built on Feb. 26, 2025, 11:22 a.m.