Struct MultipleHypothesisTester 

pub struct MultipleHypothesisTester { /* private fields */ }

Sequential testing for multiple hypotheses

Implementations

impl MultipleHypothesisTester

pub fn new(hypotheses: Vec<Uncertain<bool>>, names: Vec<&str>) -> Self

Create a new multiple hypothesis tester

Example

use uncertain_rs::{Uncertain, hypothesis::MultipleHypothesisTester, operations::Comparison};

let temp = Uncertain::normal(22.0, 2.0);
let hypotheses = vec![
    Comparison::gt(&temp, 20.0),
    Comparison::gt(&temp, 25.0),
    Comparison::lt(&temp, 18.0),
];
let names = vec!["warm", "hot", "cold"];

let tester = MultipleHypothesisTester::new(hypotheses, names);

pub fn test_all( &self, overall_alpha: f64, max_samples: usize, ) -> Vec<(String, HypothesisResult)>

Test all hypotheses and return results

Uses Bonferroni correction to control family-wise error rate.

pub fn find_most_likely(&self, sample_count: usize) -> Option<(String, f64)>

Find the hypothesis with the highest probability