Projects in Awesome Lists tagged with multilevel-models
A curated list of 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: 20 Nov 2024
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: 22 Nov 2024
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: 22 Nov 2024
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: 04 Dec 2024
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: 13 Apr 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: 15 Feb 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: 11 Apr 2025
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: 22 Nov 2024
https://github.com/chrismainey/multilevel_example
An example of multilevel models
funnel-plots lme4 multilevel-models rstats
Last synced: 31 Mar 2025
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: 07 Apr 2025
https://github.com/favstats/godly_slides
Slides for Godly Governance paper
islamism multilevel-models political-science politics religion statistics
Last synced: 02 Apr 2025
https://github.com/ecoronado92/hospital_mortality_rate_est
bayesian | hierarchical-models
bayesian-models healthcare hierarchical-models mortality-estimation multilevel-models predictive-modeling
Last synced: 17 Mar 2025
https://github.com/wjones127/thesis
Senior thesis on statistics of routes
multilevel-models r road-segment thesis
Last synced: 27 Mar 2025
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: 14 Mar 2025
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/miromannino/multi-level-networks-model
Implements the model, the algebra, and the concepts proposed for Multi Level Networks in my Master thesis.
database database-design graph graph-theory graph-theory-algorithms models multilevel-models
Last synced: 01 Apr 2025
