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added observation and z-score to results, emojis

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randogoth 2025-01-17 13:27:34 +02:00
parent 10ff2123ac
commit a8c74caf90
19 changed files with 121 additions and 98 deletions
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6
src/uniformity/pi.rs
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@ -24,10 +24,10 @@ impl Onod {
///
/// These differences are generally negligible for practical purposes and do not affect the overall functionality or
/// statistical significance of the test.
pub fn pi(samples: &[u8]) -> f64 {
pub fn pi(samples: &[u8]) -> (f64, f64, f64) {
if samples.is_empty() {
return 0.0;
return (-1.0, 0.0, 1.0);
}
// Normalize samples to [0.0, 1.0)
@ -61,7 +61,7 @@ impl Onod {
let normal_dist = Normal::new(0.0, 1.0).expect("Failed to create Normal distribution");
let p_value = 2.0 * (1.0 - normal_dist.cdf(z_score.abs()));
p_value
(test_statistic, z_score, p_value)
}
}