statsmodels.imputation.bayes_mi.MI.fit#

MI.fit(results_cb=None)[source]#

Impute datasets, fit models, and pool results

Parameters:

results_cbfunction, optional: If provided, each results instance r is passed through results_cb, then appended to the results attribute of the MIResults object. To save complete results, use results_cb=lambda x: x. The default behavior is to save no results.

Returns:

MIResults: The results of the multiple imputation analysis, including the pooled parameter estimates and covariance matrix.