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r-mixeddataimpute

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Missing data imputation for continuous and categorical data, using nonparametric Bayesian joint models (specifically the hierarchically coupled mixture model with local dependence described in Murray and Reiter (2015); see 'citation("MixedDataImpute")' or http://arxiv.org/abs/1410.0438). See '?hcmm_impute' for example usage.

Installation

To install this package, run one of the following:

Conda
$conda install r_test::r-mixeddataimpute

Usage Tracking

0.1
1 / 8 versions selected
Total downloads: 0

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Summary

Missing data imputation for continuous and categorical data, using nonparametric Bayesian joint models (specifically the hierarchically coupled mixture model with local dependence described in Murray and Reiter (2015); see 'citation("MixedDataImpute")' or http://arxiv.org/abs/1410.0438). See '?hcmm_impute' for example usage.

Information Last Updated

Apr 22, 2025 at 15:32

License

GPL-3

Total Downloads

6

Platforms

Linux 64 Version: 0.1
macOS 64 Version: 0.1
Win 64 Version: 0.1