VIM 7.5.1
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Articles

Getting started

VIM
Supportive Graphic Methods

Imputation methods

Donor based Imputation Methods
Model based Imputation Methods
Imputation Method IRMI
Imputation Method based on Iterative EM PCA
Imputation Method based on xgboost

Imputation with vimpute

Imputation Method vimpute
Multiple imputation with vimpute: pooling, tuning and diagnostics
Restricted regression and model-agnostic edit restrictions with vimpute

Benchmarking and validation

Benchmarking imputation methods with makeMissing() and evaluation()
Validating multiple-imputation properness: a coverage simulation
TabICL 2.2 imputation on Adult and Bank Marketing

Developed by Matthias Templ, Alexander Kowarik, Andreas Alfons, Johannes Gussenbauer, Nina Niederhametner, Eileen Vattheuer, Gregor de Cillia, Wolfgang Rannetbauer.

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