https://github.com/amices/mice

Multivariate Imputation by Chained Equations

chained-equations fcs imputation mice missing-data missing-values multiple-imputation multivariate-data

Last synced: 12 Dec 2025

https://github.com/stefvanbuuren/fimdbook

Flexible Imputation of Missing Data - bookdown source

bookdown mice missing-data multiple-imputation

Last synced: 25 Oct 2025

https://github.com/alexanderrobitzsch/miceadds

Some Additional Multiple Imputation Functions, Especially for 'mice'.

missing-data multiple-imputation

Last synced: 19 Feb 2026

https://github.com/tom-metherell/mice.jl

a package for missing data handling via multiple imputation by chained equations in Julia. It is heavily based on the R package {mice} by Stef van Buuren, Karin Groothuis-Oudshoorn and collaborators.

imputation julia mice missing-data multiple-imputation statistics

Last synced: 21 Oct 2025

https://github.com/mwheymans/psfmi

psfmi: Predictor Selection Functions for Logistic and Cox regression models in multiply imputed datasets

cox-regression imputation imputed-datasets logistic multiple-imputation pool predictor regression selection spline spline-predictors

Last synced: 22 Oct 2025

https://github.com/andrewheiss/amelia-tidy-melding

Use tidyverse functions to correctly meld and pool multiply imputed model output

multiple-imputation r tidyverse

Last synced: 10 Apr 2025

https://github.com/joshweiner/ml-impute

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

imputation imputation-methods jax machine-learning multiple-imputation numpy pandas parallelization singular-value-decomposition synthetic-data synthetic-dataset-generation

Last synced: 18 Jul 2025

https://github.com/alexanderrobitzsch/mdmb

Model Based Treatment of Missing Data

missing-data multiple-imputation

Last synced: 24 Feb 2026

https://github.com/andrewheiss/amelia-broom-huxtable

Extend broom's tidy() and glance() to work with lists of multiply imputed regression models

broom multiple-imputation r tidyverse

Last synced: 07 Apr 2025

https://github.com/openpharma/rbmiutils

Repository for the development of the rbmiUtils package which extends the {rbmi} package for use within clinical trials.

multiple-imputation r rbmi

Last synced: 06 Oct 2025

https://github.com/humburg/mipredict

multiple-imputation predictive-modeling variable-selection

Last synced: 08 Apr 2025

https://github.com/xsswang/remiod

R package for controlled multiple imputation of ordinal or binary responses with missing data in clinical study

bayesian control-based copy-reference delta-adjustment generalized-linear-models glm jags jump-to-reference mcmc missing-at-random missing-data missing-not-at-random multiple-imputation non-ignorable ordinal-regression pattern-mixture-model r-package reference-based statistics

Last synced: 19 Feb 2026

https://github.com/aliciagilmatute/Estudio-Valores-Perdidos

Este estudio investiga la efectividad de la imputación múltiple en el análisis factorial confirmatorio (AFC) con datos de liderazgo, donde se simularon valores perdidos (MCAR) en un 40% de la muestra.

afc cfa imputation-methods mcar mice-package missing-data missing-data-imputation missing-value-imputation multiple-imputation r rmarkdown rstats rstatses rstudio

Last synced: 20 Mar 2025

https://github.com/aliciagilmatute/estudio-valores-perdidos

Este estudio investiga la efectividad de la imputación múltiple en el análisis factorial confirmatorio (AFC) con datos de liderazgo, donde se simularon valores perdidos (MCAR) en un 40% de la muestra.

afc cfa imputation-methods mcar mice-package missing-data missing-data-imputation missing-value-imputation multiple-imputation r rmarkdown rstats rstatses rstudio

Last synced: 02 Apr 2025

https://github.com/edbonneville/validation-failed-evt

Code and supplementary materials for the manuscript "Development and validation of a prediction model for failure of the transfemoral approach of endovascular treatment for large vessel occlusion acute ischemic stroke" (2023, Cerebrovascular Diseases))

multiple-imputation prediction-model ridge-regression

Last synced: 25 Oct 2025

https://github.com/phydev/mice

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

data-cleaning data-science imputation mice-algorithm missingness multiple-imputation

Last synced: 15 Mar 2025