Crate statest

statest

Rust crate for statistical tests.

Now

• T test
• Kolmogorov–Smirnov test
• Chi2 test

is available.

usage

T test

use statest::ttest::*;
 
fn main() {
    let v: Vec<f32> = vec![100.2, 101.5, 98.0, 100.1, 100.9, 99.6, 98.6, 102.1, 101.4, 97.9];
    println!("{}", v.ttest1(102.0, 0.05, Side::One(UPLO::Upper))); // true
}

Kolmogorov–Smirnov test

use rand_distr::{StudentT, Distribution};
use statest::ks::*;
use statrs::distribution::{StudentsT, Exponential, Normal};
 
fn main() {
    let t = StudentT::new(1.0).unwrap();
    let t_vec = (0..1000).map(|_| t.sample(&mut rand::thread_rng()))
                         .collect::<Vec<f64>>();
    let tdist = StudentsT::new(0.0, 1.0, 1.0).unwrap();
    let ndist = Normal::new(0.0, 1.0).unwrap();
    let edist = Exponential::new(1.0).unwrap();
    println!("StudentT? {}", t_vec.ks1(&tdist, 0.05)); // true
    println!("Normal? {}", t_vec.ks1(&ndist, 0.05)); // false
    println!("Exponential? {}", t_vec.ks1(&edist, 0.05)); // false
}

Modules

cast	Cast f32 -> f64.
chi2
ks	Kolmogorov–Smirnov test.
normal	Functions related to normal distribution.
numerical	Numerical calculation for tests.
ttest	T test.