calcPvalFromBS: Calculate p-value from bootstrapping

In dmattek/ARCOS: Automatic Recognition of Collective Signalling

Calculate p-value from bootstrapping

Description

The calculation of the p-value that accounts for the finite sample size uses a formula from Davison and Hinkley (1997), Bootstrap Methods and their Application, chapter 4, p. 161.

Usage

calcPvalFromBS(
  testStat,
  bsStat,
  corrected = FALSE,
  alternative = c("greater", "less")
)

Arguments

testStat	a numeric, test statistic.
bsStat	a numeric vector with statistic from bootstrapping.
corrected	a logical; if TRUE, calculates a p-value that accounts for the finite sample size; default FALSE.
alternative	either of "less" or "greater"; default "greater"

Value

a scalar with the p-value

Examples

library(ARCOS)
ARCOS::calcPvalFromBS(2, rnorm(1000))

dmattek/ARCOS documentation built on Dec. 5, 2024, 11:02 p.m.