MICE.next_sample()
[source]
Perform one complete MICE iteration.
A single MICE iteration updates all missing values using their respective imputation models, then fits the analysis model to the imputed data.
Returns: | params – The model parameters for the analysis model. |
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Return type: | array-like |
This function fits the analysis model and returns its parameter estimate. The parameter vector is not stored by the class and is not used in any subsequent calls to combine
. Use fit
to run all MICE steps together and obtain summary results.
The complete cycle of missing value imputation followed by fitting the analysis model is repeated n_skip + 1
times and the analysis model parameters from the final fit are returned.
© 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.MICE.next_sample.html