SciPy

scipy.stats.gaussian_kde.integrate_gaussianΒΆ

gaussian_kde.integrate_gaussian(mean, cov)[source]ΒΆ

Multiply estimated density by a multivariate Gaussian and integrate over the whole space.

Parameters:

mean : aray_like

A 1-D array, specifying the mean of the Gaussian.

cov : array_like

A 2-D array, specifying the covariance matrix of the Gaussian.

Returns:

result : scalar

The value of the integral.

Raises:

ValueError

If the mean or covariance of the input Gaussian differs from the KDE’s dimensionality.