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. |