statsmodels.imputation.mice.MICEData.get_fitting_data¶
method
-
MICEData.get_fitting_data(vname)[source]¶ Return the data needed to fit a model for imputation.
The data is used to impute variable vname, and therefore only includes cases for which vname is observed.
Values of type PatsyFormula in init_kwds or fit_kwds are processed through Patsy and subset to align with the model’s endog and exog.
- Parameters
- vnamestring
The variable for which the fitting data is returned.
- Returns
- endogDataFrame
Observed values of vname.
- exogDataFrame
Regression design matrix for imputing vname.
- 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.