wimids

<p><code>wimids</code> object contains data of weighted multiply imputed datasets. The <code>wimids</code> object is generated by calls to the <code>weightthem()</code>.</p>

classes

Provides essential tools for the pre-processing techniques of matching and weighting multiply imputed datasets. The package includes functions for matching within and across multiply imputed datasets using various methods, estimating weights for units in the imputed datasets using multiple weighting methods, calculating causal effect estimates in each matched or weighted dataset using parametric or non-parametric statistical models, and pooling the resulting estimates according to Rubin's rules (please see <https://journal.r-project.org/archive/2021/RJ-2021-073/> for more details).

Farhad Pishgar

MatchThem

Matching and Weighting Multiply Imputed Datasets

Noah Greifer

Clémence Leyrat

Elizabeth Stuart

wimids function

Author

Weighted Multiply Imputed Datasets — wimids

Weighted Multiply Imputed Datasets

wimids: Weighted Multiply Imputed Datasets

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See Also