|
|
|
@ -97,7 +97,7 @@ impl ChiSquare { |
|
|
|
|
let n = K.len(); |
|
|
|
|
K.into_shape((n, 1)).unwrap() |
|
|
|
|
}; |
|
|
|
|
println!("K: {:?}", K); |
|
|
|
|
//println!("K: {:?}", K);
|
|
|
|
|
let L = 1.0 / &K; |
|
|
|
|
// ===== 2
|
|
|
|
|
// \ (K . M - L . M)
|
|
|
|
@ -108,18 +108,18 @@ impl ChiSquare { |
|
|
|
|
// x'ϵVal /X \
|
|
|
|
|
// \ i/
|
|
|
|
|
let mut X_2 = (&K * &M2 - &L * &M1).mapv(|a| a.powi(2)) / (&M2 + &M1); |
|
|
|
|
println!("M1: {:?}", M1); |
|
|
|
|
println!("M2: {:?}", M2); |
|
|
|
|
println!("L*M1: {:?}", (L * &M1)); |
|
|
|
|
println!("K*M2: {:?}", (K * &M2)); |
|
|
|
|
println!("X_2: {:?}", X_2); |
|
|
|
|
//println!("M1: {:?}", M1);
|
|
|
|
|
//println!("M2: {:?}", M2);
|
|
|
|
|
//println!("L*M1: {:?}", (L * &M1));
|
|
|
|
|
//println!("K*M2: {:?}", (K * &M2));
|
|
|
|
|
//println!("X_2: {:?}", X_2);
|
|
|
|
|
X_2.diag_mut().fill(0.0); |
|
|
|
|
let X_2 = X_2.sum_axis(Axis(1)); |
|
|
|
|
let n = ChiSquared::new((X_2.dim() - 1) as f64).unwrap(); |
|
|
|
|
println!("CHI^2: {:?}", n); |
|
|
|
|
println!("CHI^2 CDF: {:?}", X_2.mapv(|x| n.cdf(x))); |
|
|
|
|
//println!("CHI^2: {:?}", n);
|
|
|
|
|
//println!("CHI^2 CDF: {:?}", X_2.mapv(|x| n.cdf(x)));
|
|
|
|
|
let ret = X_2.into_iter().all(|x| n.cdf(x) < (1.0 - self.alpha)); |
|
|
|
|
println!("test: {:?}", ret); |
|
|
|
|
//println!("test: {:?}", ret);
|
|
|
|
|
ret |
|
|
|
|
} |
|
|
|
|
} |
|
|
|
|