calculate_power_t2error {ordinalsimr} | R Documentation |
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
[Package ordinalsimr version 0.2.2 Index]