measurements.calcs.mahalanobis

measurements.calcs.mahalanobis(params, param_means, inv_cov)

Calculates the Mahalanobis distance.

Parameters

Name Type Description Default
params NDArray[Shape[Dim, Cand], Float] The parameters for which the Mahalanobis distance is to be calculated. required
param_means NDArray[Shape[Dim, 1], Float] The mean of the distribution. required
inv_cov NDArray[Shape[Dim, Dim], Float] The inverse of the covariance matrix of the distribution. required

Returns

Type Description
NDArray[Shape[Cand], Float] The Mahalanobis distance of each parameter from the distribution.