Function linreg::linear_regression

pub fn linear_regression<X, Y, F>(xs: &[X], ys: &[Y]) -> Result<(F, F), Error> where
    X: Clone + Into<F>,
    Y: Clone + Into<F>,
    F: FloatCore + Sum, 

Two-pass simple linear regression from slices.

Calculates the linear regression from two slices, one for x- and one for y-values, by calculating the mean and then calling lin_reg.

Returns Ok(slope, intercept) of the regression line.

Errors

Returns an error if

• xs and ys differ in length
• xs or ys are empty
• the slope is too steep to represent, approaching infinity
• the number of elements cannot be represented as an F