MICEData.get_split_data()

statsmodels.imputation.mice.MICEData.get_split_data

MICEData.get_split_data(vname) [source]

Return endog and exog for imputation of a given variable.

Parameters:

vname : string The variable for which the split data is returned.

Returns:

endog_obs : DataFrame Observed values of the variable to be imputed. exog_obs : DataFrame Current values of the predictors where the variable to be imputed is observed. exog_miss : DataFrame Current values of the predictors where the variable to be Imputed is missing. init_kwds : dict-like The init keyword arguments for vname, processed through Patsy as required. fit_kwds : dict-like The fit keyword arguments for vname, processed through Patsy as required.