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Add the Model MICE #296
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1. Model description
Wenjie and I would like to propose the inclusion of the MICE (Multiple Imputation by Chained Equations) model into the PyPOTS framework.
Publication:
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3074241/
Reason for Inclusion:
MICE is a robust and versatile tool for dealing with missing data, an issue prevalent in many datasets. Its inclusion in PyPOTS will greatly enhance the toolkit's capabilities in data preprocessing and analysis. Also, MICE is more "statistical"
2. Check open-source status
3. Provide useful information for the implementation
The official implementation in R is available https://github.com/amices/mice
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