| Safe Haskell | Safe-Inferred |
|---|---|
| Language | Haskell2010 |
Statistics.Correlation
Description
Synopsis
- pearson :: Vector v (Double, Double) => v (Double, Double) -> Double
- pearson2 :: Vector v Double => v Double -> v Double -> Double
- pearsonMatByRow :: Matrix -> Matrix
- spearman :: (Ord a, Ord b, Vector v a, Vector v b, Vector v (a, b), Vector v Int, Vector v (Int, a), Vector v (Int, b)) => v (a, b) -> Double
- spearman2 :: (Ord a, Ord b, Vector v a, Vector v b, Vector v Int, Vector v (Int, a), Vector v (Int, b)) => v a -> v b -> Double
- spearmanMatByRow :: Matrix -> Matrix
Pearson correlation
pearson :: Vector v (Double, Double) => v (Double, Double) -> Double Source #
Pearson correlation for sample of pairs. Exactly same as
correlation
pearson2 :: Vector v Double => v Double -> v Double -> Double Source #
Pearson correlation for sample of pairs. Exactly same as
correlation
pearsonMatByRow :: Matrix -> Matrix Source #
Compute pairwise Pearson correlation between rows of a matrix
Spearman correlation
spearman :: (Ord a, Ord b, Vector v a, Vector v b, Vector v (a, b), Vector v Int, Vector v (Int, a), Vector v (Int, b)) => v (a, b) -> Double Source #
Compute Spearman correlation between two samples
spearman2 :: (Ord a, Ord b, Vector v a, Vector v b, Vector v Int, Vector v (Int, a), Vector v (Int, b)) => v a -> v b -> Double Source #
Compute Spearman correlation between two samples. Samples must have same length.
spearmanMatByRow :: Matrix -> Matrix Source #
compute pairwise Spearman correlation between rows of a matrix