batch_mediate: Batch mediate

In pctax: Professional Comprehensive Omics Data Analysis

Batch mediate

Description

Batch mediate

Usage

batch_mediate(data, mediator_df, nsims = 500, conf.level = 0.95)

Arguments

data	data.frame with two columns: X (independent variable) and Y (dependent variable).
mediator_df	data.frame with mediators, each column representing a different mediator variable.
nsims	Number of bootstrap simulations for estimating confidence intervals (default is 500).
conf.level	Confidence level for the confidence intervals (default is 0.95).

Value

data.frame

Examples

set.seed(123)
n <- 200
X <- rnorm(n)
M1 <- 0.5 * X + rnorm(n)
M2 <- 0.3 * X + rnorm(n)
M3 <- 0.1 * X + rnorm(n)
Y <- 0.3 * X + 0.4 * M1 + 0.2 * M2 + rnorm(n)
data <- data.frame(X, Y)
mediators <- data.frame(M1, M2, M3)
if (requireNamespace("mediation")) {
  results <- batch_mediate(data, mediators, nsims = 99)
  print(results)
}

pctax documentation built on Feb. 9, 2026, 9:06 a.m.