amices/mice

Multivariate Imputation by Chained Equations

Language: R - Size: 160 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 463 - Forks: 110

stefvanbuuren/fimdbook

Flexible Imputation of Missing Data - bookdown source

Language: TeX - Size: 18.6 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 33 - Forks: 19

Polkas/miceFast

R enviroment - fast imputations :dragon:

Language: R - Size: 11.8 MB - Last synced at: about 19 hours ago - Pushed at: 8 days ago - Stars: 20 - Forks: 2

alexanderrobitzsch/miceadds

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

Language: R - Size: 2.87 MB - Last synced at: 22 days ago - Pushed at: about 2 months ago - Stars: 16 - Forks: 2

HRDAG/verdata

Una herramienta para el uso y análisis de los datos de Conflicto armado en Colombia resultantes del proyecto conjunto JEP-CEV-HRDAG.

Language: R - Size: 3.27 MB - Last synced at: 1 day ago - Pushed at: 4 days ago - Stars: 13 - Forks: 6

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.

Language: Julia - Size: 1.65 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 13 - Forks: 2

mwheymans/psfmi

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

Language: R - Size: 4.95 MB - Last synced at: 21 days ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 6

dsalfran/ImputeRobust

Multiple Imputation with GAMLSS

Language: R - Size: 419 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 9 - Forks: 3

elliecurnow/midoc

Language: R - Size: 3.85 MB - Last synced at: 11 days ago - Pushed at: 7 months ago - Stars: 6 - Forks: 0

bips-hb/micd

Multiple Imputation in Causal Graph Discovery

Language: R - Size: 342 KB - Last synced at: 21 days ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 0

aperezlebel/benchmark_mv_approaches

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

Language: Python - Size: 379 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 2

andrewheiss/amelia-tidy-melding

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

Size: 6.84 KB - Last synced at: 14 days ago - Pushed at: about 7 years ago - Stars: 5 - Forks: 0

zjg540066169/BMIselect

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

Language: Python - Size: 244 KB - Last synced at: about 8 hours ago - Pushed at: about 2 months ago - Stars: 4 - Forks: 0

alexanderrobitzsch/mdmb

Model Based Treatment of Missing Data

Language: R - Size: 1.17 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 1

JoshWeiner/ml-impute

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

Language: Python - Size: 58.6 KB - Last synced at: 16 days ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 0

openpharma/rbmiUtils

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

Language: R - Size: 960 KB - Last synced at: 1 day ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 1

kazilab/XeroGraph

XeroGraph is a Python package developed for researchers and data scientists to analyze, visualize and impute missing data in datasets.

Language: Python - Size: 1.99 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

andrewheiss/amelia-broom-huxtable

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

Language: R - Size: 15.6 KB - Last synced at: 16 days ago - Pushed at: about 7 years ago - Stars: 2 - Forks: 1

survival-lumc/FineGrayCovarMI

Code repository for the manuscript 'Multiple imputation of missing covariates when using the Fine–Gray model' (under review)

Language: R - Size: 7.72 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

osmanmahic/Multilevel-Multiple-Imputation

Multi-Level Multiple Imputation in R

Language: R - Size: 6.84 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

humburg/miPredict

Language: R - Size: 184 KB - Last synced at: 15 days ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

survival-lumc/CauseSpecCovarMI

Code and supplementary materials for the manuscript "Multiple imputation for cause-specific Cox models: assessing methods for estimation and prediction" (2022, Statistical Methods in Medical Research)

Language: R - Size: 86.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

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.

Language: R - Size: 571 KB - Last synced at: 21 days ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

amices/amices.github.io

Landing page for amices.org

Size: 41 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 1

katharina-brenner/imputation

Machine Learning in Official Statistics

Size: 4.88 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

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))

Language: R - Size: 1.12 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Zoey1102/Incomplete-Data-Analysis

From missing mechanism of data to data imputation

Size: 733 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

xsswang/remiod

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

Language: HTML - Size: 4.5 MB - Last synced at: 9 days ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

phydev/mice

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

Language: Python - Size: 137 KB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

DamonCharlesRoberts/imputation-with-random-forests

Replication code for "Connecting Leaves to the Forest" academic project.

Language: R - Size: 338 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ninagial/mnarinject

Inject Missing Values Not-At-Random to Simulated Likert Data Sets

Language: R - Size: 6.84 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0