statsmodels.imputation.mice.MICEData.get_split_data¶
method
-
MICEData.get_split_data(vname)[source]¶ Return endog and exog for imputation of a given variable.
- Parameters
- vnamestring
The variable for which the split data is returned.
- Returns
- endog_obsDataFrame
Observed values of the variable to be imputed.
- exog_obsDataFrame
Current values of the predictors where the variable to be imputed is observed.
- exog_missDataFrame
Current values of the predictors where the variable to be Imputed is missing.
- init_kwdsdict-like
The init keyword arguments for vname, processed through Patsy as required.
- fit_kwdsdict-like
The fit keyword arguments for vname, processed through Patsy as required.