statsmodels.genmod.generalized_linear_model.GLMResults.get_influence

GLMResults.get_influence(observed=True)

Get an instance of GLMInfluence with influence and outlier measures

Parameters:

observed (bool) – If true, then observed hessian is used in the hat matrix computation. If false, then the expected hessian is used. In the case of a canonical link function both are the same.

Returns:

infl – The instance has methods to calculate the main influence and outlier measures as attributes.

Return type:

GLMInfluence instance

See also

statsmodels.stats.outliers_influence.GLMInfluence