statsmodels.discrete.discrete_model.Probit.get_distribution

Probit.get_distribution(params, exog=None, offset=None)

Get frozen instance of distribution based on predicted parameters

Parameters:

paramsarray_like

The parameters of the model.

exogarray_like, optional

Explanatory variables for the main count model. If exog is None, then the data from the model will be used.

offsetarray_like, optional

Offset is added to the linear predictor of the mean function with coefficient equal to 1. Default is zero if exog is not None, and the model offset if exog is None.

Returns:

scipy.stats.distributions.rv_frozen

Frozen random variable instance representing the distribution implied by the model and the given parameters.