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use std::ops::Mul;
pub struct Bonferroni {
num_elements: f64,
}
impl Bonferroni {
#[must_use]
pub fn new(num_elements: f64) -> Self {
Self { num_elements }
}
#[must_use]
pub fn adjust(&self, pvalue: f64) -> f64 {
pvalue.mul(self.num_elements).min(1.)
}
#[must_use]
pub fn adjust_slice(slice: &[f64]) -> Vec<f64> {
let b = Self::new(slice.len() as f64);
slice.iter().map(|x| b.adjust(*x)).collect()
}
}
#[cfg(test)]
mod testing {
use super::Bonferroni;
#[test]
fn example() {
let pvalues = vec![0.1, 0.2, 0.3, 0.4];
let adj_pvalues = Bonferroni::adjust_slice(&pvalues);
assert_eq!(adj_pvalues, vec![0.4, 0.8, 1.0, 1.0]);
}
#[test]
fn example_null() {
let pvalues = vec![];
let adj_pvalues = Bonferroni::adjust_slice(&pvalues);
assert_eq!(adj_pvalues, vec![]);
}
#[test]
fn example_adjust() {
let b = Bonferroni::new(100.0);
let p = 0.001;
assert_eq!(b.adjust(p), 0.1);
}
}