bounds: Get the lower and upper bounds for an empirical confidence...

In mikropml: User-Friendly R Package for Supervised Machine Learning Pipelines

Get the lower and upper bounds for an empirical confidence interval

Description

Get the lower and upper bounds for an empirical confidence interval

Usage

lower_bound(x, alpha)

upper_bound(x, alpha)

Arguments

x	vector of test statistics, such as from permutation tests or bootstraps
alpha	alpha level for the confidence interval (default: 0.05 to obtain a 95% confidence interval)

Value

the value of the lower or upper bound for the confidence interval

Functions

• lower_bound(): Get the lower bound for an empirical confidence interval

• upper_bound(): Get the upper bound for an empirical confidence interval

Examples

## Not run: 
x <- 1:10000
lower_bound(x, 0.05)
upper_bound(x, 0.05)

## End(Not run)

mikropml documentation built on Aug. 21, 2023, 5:10 p.m.