Projects in Awesome Lists tagged with multilevel-models

https://github.com/paul-buerkner/brms

brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

bayesian-inference brms multilevel-models r-package stan statistical-models

Last synced: 14 May 2025

https://paulbuerkner.com/brms/

brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

bayesian-inference brms multilevel-models r-package stan statistical-models

Last synced: 10 Jul 2025

https://github.com/yrosseel/lavaan

an R package for structural equation modeling and more

factor-analysis growth-curve-models latent-variables missing-data multilevel-models multivariate-analysis path-analysis psychometrics statistical-modeling structural-equation-modeling

Last synced: 21 Oct 2025

https://github.com/stan-dev/rstanarm

rstanarm R package for Bayesian applied regression modeling

bayesian bayesian-data-analysis bayesian-inference bayesian-methods bayesian-statistics multilevel-models r r-package rstan rstanarm stan statistical-modeling

Last synced: 04 Apr 2025

https://github.com/wviechtb/metafor

A meta-analysis package for R

meta-analysis mixed-effects multilevel-models multivariate r r-package

Last synced: 15 May 2025

https://github.com/m-clark/mixed-models-with-r

Covers the basics of mixed models, mostly using @lme4

brms covariance crossed-random-effects generalized-linear-mixed-models glmmtmb hierarchical-linear-models linear-mixed-models lme4 mixed-models multilevel-models nested-random-effects nlme r random-effects random-intercepts random-slopes variance-components

Last synced: 30 Apr 2025

https://github.com/m-clark/mixed-models-with-R

Covers the basics of mixed models, mostly using @lme4

brms covariance crossed-random-effects generalized-linear-mixed-models glmmtmb hierarchical-linear-models linear-mixed-models lme4 mixed-models multilevel-models nested-random-effects nlme r random-effects random-intercepts random-slopes variance-components

Last synced: 13 Jul 2025

https://github.com/pakillo/lm-glm-glmm-intro

A unified framework for data analysis with GLM/GLMM in R

glm glmm lm lme4 multilevel-models r slide statistics

Last synced: 05 Apr 2025

https://github.com/rpsychologist/powerlmm

powerlmm R package for power calculations for two- and three-level longitudinal multilevel/linear mixed models.

linear-mixed-effects-modelling linear-mixed-models longitudinal-data multilevel-models power r-package

Last synced: 15 Mar 2025

https://github.com/openmx/openmx

Repository for the OpenMx Structural Equation Modeling package

behavior-genetics c-plus-plus estimation graphical-models growth-curves item-response-theory multilevel-models openmx psychology r statistics structural-equation-modeling

Last synced: 09 Apr 2025

https://github.com/GDSL-UL/san

Spatial Modelling for Data Scientists

book cross-validation data-science geographically-weighted-regression maps moran-i multilevel-models r r-spatial spatial-analysis spatial-econometrics

Last synced: 30 Jul 2025

https://github.com/nicholasjclark/physalia-forecasting-course

Ecological forecasting using Dynamic Generalized Additive Models with R 📦's {mvgam} and {brms}

brms ecological-modelling forecasting generalised-additive-models generalised-linear-models generalized-additive-models mgcv multilevel-models mvgam stan time-series-analysis vector-autoregression

Last synced: 19 Jan 2026

https://github.com/mikewlcheung/metasem

metaSEM package

meta-analysis meta-analytic-sem missing-data multilevel-models multivariate-analysis r-package structural-equation-modeling structural-equation-models

Last synced: 19 Feb 2026

https://github.com/simongrund1/mitml

Tools for multiple imputation in multilevel modeling

imputation missing-data mixed-effects multilevel-data multilevel-models r r-package

Last synced: 07 May 2025

https://github.com/cran-task-views/mixedmodels

CRAN Task View: Mixed, Multilevel, and Hierarchical Models in R

cran glmm hierarchical-models mixed-effects mixed-models multilevel-models r rstats task-views

Last synced: 11 Oct 2025

https://github.com/mkearney/tidymlm

🎓 Tidy multilevel modeling tools for academics

hierarchical-models mixed-models multilevel-models quantitative-methods rstats statistics tidyversity

Last synced: 12 Apr 2025

https://github.com/florale/multilevelcoda

multilevelcoda R package for Bayesian multilevel compositional data analysis

bayesian-inference compositional-data-analysis multilevel-models multilevelcoda r r-package

Last synced: 28 Apr 2025

https://github.com/timonwa/react-multilevel-dropdown-menu

React Multilevel Dropdown Menu.

article dropdown-menus multilevel-models react react-project

Last synced: 02 Aug 2025

https://github.com/petrushev/bayesian-modeling

Case studies with Bayesian methods

bayesian-data-analysis bayesian-inference bayesian-methods hierarchical-models jupyter-notebook mcmc multilevel-models pymc3 python statistical-models

Last synced: 07 Oct 2025

https://github.com/kim0sun/glca

An R Package for Multiple-Group Latent Class Analysis

cran latent-class-analysis multilevel-models r r-package

Last synced: 19 Feb 2026

https://github.com/kaitumisuuringute-keskus/brmspy

Python-first access to R’s brms with proper parameter names, ArviZ support, and cmdstanr performance. The easiest way to run brms models from Python.

bayesian bayesian-inference brms multilevel-models stan statistical-models

Last synced: 13 Jan 2026

https://github.com/dataknit/tidymrp

Tidy multilevel regression and poststratification (MRP)

mrp multilevel-models multilevel-regression poststratification r r-package rstats survey survey-statistics

Last synced: 12 Jul 2025

https://github.com/alexanderrobitzsch/lam

Some Latent Variable Models

multilevel-models structural-equation-modeling

Last synced: 19 Feb 2026

https://github.com/mrp-interface/shinymrp

Interface for Multilevel Regression and Poststratification

bayesian gui mcmc mrp multilevel-models poststratification r-package shiny

Last synced: 01 Mar 2026

https://github.com/seonghobae/kaefa

# kaefa kwangwoon automated exploratory factor analysis for improving research capability to identify unexplained factor structure with complexly cross-classified multilevel structured data in R environment

automated-analysis automated-machine-learning automated-reasoning exploratory-data-analysis exploratory-factor-analysis exploratory-ifa factor-analysis machine-unlearning mirt model-selection multilevel-models

Last synced: 04 Apr 2026

https://github.com/chrismainey/multilevel_example

An example of multilevel models

funnel-plots lme4 multilevel-models rstats

Last synced: 19 Mar 2026

https://github.com/greatarcstudios/non-linear-election-predictions

Predicting Elections Using GAMs and Post-Stratification

election-prediction generalized-additive-models multilevel-models post-stratification prediction

Last synced: 18 Mar 2026

https://github.com/aliciagilmatute/analisis-multinivel-bayesiano

Este estudio explora el análisis multinivel desde un enfoque bayesiano para evaluar la variabilidad del rendimiento en matemáticas entre 10 centros educativos

bayesian-statistics cmdstanr data-analysis hierarchical-models multilevel-models rstats rstudio stan

Last synced: 29 Jun 2026

https://github.com/ecoronado92/hospital_mortality_rate_est

bayesian | hierarchical-models

bayesian-models healthcare hierarchical-models mortality-estimation multilevel-models predictive-modeling

Last synced: 07 Feb 2026

https://github.com/m-clark/mixed-models-overview

Raw files for a document providing an overview of mixed models from varying perspectives.

mixed-models multilevel-models penalized-regression random-effects

Last synced: 23 Mar 2025

https://github.com/favstats/godly_slides

Slides for Godly Governance paper

islamism multilevel-models political-science politics religion statistics

Last synced: 08 Jan 2026

https://github.com/wjones127/thesis

Senior thesis on statistics of routes

multilevel-models r road-segment thesis

Last synced: 07 Jan 2026

https://github.com/shafayetshafee/mad-coc-ipw

This repository contains the data and analysis code associated with the manuscript: Investigating the causal effect of maternal continuum of care on child’s minimum acceptable diet: A multilevel approach using partially pooled propensity score weighting. PLOS One, 20(10): e0335972

causal-inference causality-analysis docker-image glmm multilevel-models public-health-research r

Last synced: 27 Jun 2026

https://github.com/remlapmot/reffadjust

Stata commands for random effects adjustment

multilevel-models multilevelmodels randomeffects stata

Last synced: 22 Feb 2026