multiple-imputation

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Code of the experiments ran in our GigaScience article: "Benchmarking missing-values approaches for predictive models on health databases".

A package for synthetic data generation for imputation using single and multiple imputation methods.

Source Code for Paper "Bayesian MI-LASSO for variable selection on multiply-imputed data" (Arxiv: https://arxiv.org/abs/2211.00114)

Multiple imputation with chained equation implemented from scratch. This is a low performance implementation meant for pedagogical purposes only.

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