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 : str¶

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.