Kde1d.quantile

Kde1d.quantile(self, x: numpy.ndarray, check_fitted: bool = True) → numpy.ndarray

Computes the quantile function by numerical inversion of the cdf.

Parameters:

xndarray, shape (n,), dtype float

vector of evaluation points (probabilities in (0, 1)).

check_fittedbool

an optional logical to bypass the check.

Returns:

ndarray, shape (n,), dtype float

a vector of quantiles.