calculate_power_t2error: Calculate Hypothesis Test Parameters

In ordinalsimr: Compare Ordinal Endpoints Using Simulations

Calculate Hypothesis Test Parameters

Description

This function calculates the power, Type II error, and Type I error of tests given p-values. Power, Type II error, and confidence intervals calculated using 'stats::binom.test()' which implements the Newcombe method.

Usage

calculate_power_t2error(
  df,
  alpha = 0.05,
  power_confidence_int = 95,
  n = NA_real_
)

Arguments

df	Data frame where each column is a vector of p-values from a statistical test
alpha	Numeric significance level; defaults to 0.05
power_confidence_int	confidence interval
n	Numeric value of sample size; repeated for convenience

Value

A data frame with columns for Type 1 error, Type 2 error, and power as well as rows for each test

ordinalsimr documentation built on June 25, 2025, 5:11 p.m.