information_matrix

attribute

property MultiRegressionMixin.information_matrix

The information matrix of the fitted data.

\[M = X^T V^{-1} X\]

where \(X\) is the normalized, encoded data, and \(V\) the observation covariance matrix (obs_cov). When no random effects are specified, this reduces to \(M = X^T X\).