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.