MICEData.get_fitting_data()
statsmodels.imputation.mice.MICEData.get_fitting_data
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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 whichvname
is observed.Values of type
PatsyFormula
ininit_kwds
orfit_kwds
are processed through Patsy and subset to align with the model’s endog and exog.Parameters: vname : string
The variable for which the fitting data is returned.
Returns: endog : DataFrame
Observed values of
vname
.exog : DataFrame
Regression design matrix for imputing
vname
.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.
© 2009–2012 Statsmodels Developers
© 2006–2008 Scipy Developers
© 2006 Jonathan E. Taylor
Licensed under the 3-clause BSD License.
http://www.statsmodels.org/stable/generated/statsmodels.imputation.mice.MICEData.get_fitting_data.html