integrate_box#

gaussian_kde.integrate_box(low_bounds, high_bounds, maxpts=None, *, rng=None)[source]#

Computes the integral of a pdf over a rectangular interval.

Parameters:

low_boundsarray_like

A 1-D array containing the lower bounds of integration.

high_boundsarray_like

A 1-D array containing the upper bounds of integration.

maxptsint, optional

The maximum number of points to use for integration.

rngnumpy.random.Generator, optional

Pseudorandom number generator state. When rng is None, a new generator is created using entropy from the operating system. Types other than numpy.random.Generator are passed to numpy.random.default_rng to instantiate a Generator.

Returns:

valuescalar

The result of the integral.