Projects in Awesome Lists tagged with random-effects
A curated list of projects in awesome lists tagged with random-effects .
https://github.com/bashtage/linearmodels
Additional linear models including instrumental variable and panel data models that are missing from statsmodels.
asset-pricing between-estimator clustered-standard-errors fama-macbeth first-difference fixed-effects gmm instrumental-variable iv linear-models ols panel panel-data panel-models panel-regression pooled-ols random-effects regression seemingly-unrelated-regression statistical-model
Last synced: 29 Apr 2025
https://bashtage.github.io/linearmodels/
Additional linear models including instrumental variable and panel data models that are missing from statsmodels.
asset-pricing between-estimator clustered-standard-errors fama-macbeth first-difference fixed-effects gmm instrumental-variable iv linear-models ols panel panel-data panel-models panel-regression pooled-ols random-effects regression seemingly-unrelated-regression statistical-model
Last synced: 20 Apr 2025
https://gavinsimpson.github.io/gratia/
ggplot-based graphics and useful functions for GAMs fitted using the mgcv package
distributional-regression gam gamm generalized-additive-mixed-models generalized-additive-models ggplot2 glm lm mgcv penalized-spline r r-package random-effects smoothing splines
Last synced: 25 Nov 2025
https://github.com/gavinsimpson/gratia
ggplot-based graphics and useful functions for GAMs fitted using the mgcv package
distributional-regression gam gamm generalized-additive-mixed-models generalized-additive-models ggplot2 glm lm mgcv penalized-spline r r-package random-effects smoothing splines
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/mangiolalaboratory/sccomp
Mixed-effect model to test differences in cell type proportions from single-cell data, in R
batch-correction bayesian composition cytof differential-proportion microbiome multilevel proportions r-package random-effects single-cell unwanted-variation
Last synced: 20 Oct 2025
https://github.com/MangiolaLaboratory/sccomp
Testing differences in cell type proportions from single-cell data.
batch-correction bayesian composition cytof differential-proportion microbiome multilevel proportions r-package random-effects single-cell unwanted-variation
Last synced: 07 Oct 2025
https://github.com/m-clark/generalized-additive-models
A document introducing generalized additive models.📈
gam generalized-additive-models mgcv modeling r random-effects splines
Last synced: 30 Apr 2025
https://github.com/m-clark/mixedup
An R package for extracting results from mixed models that are easy to use and viable for presentation.
brms glmmtmb lme4 mgcv mixed-models nlme random-coefficients random-effects variance-components
Last synced: 30 Apr 2025
https://github.com/m-clark/visibly
👓 Functions related to R visualizations
adjacent brms coefficients colorgorical complementary gam ggplot2-themes heatmap mermod mgcv mixed-models palettes plotly-theme r r-package random-effects stan tetradic triadic visualization
Last synced: 30 Apr 2025
https://github.com/variani/lme4qtl
Mixed models @lme4 + custom covariances + parameter constraints
covariance family gwas ibd kinship lme4 pedigree qtl random-effects relatedness variance-covariance
Last synced: 18 Jan 2026
https://github.com/m-clark/mixed-models-with-r-workshop-2019
Workshop on using Mixed Models with R
brms glmmtmb lme4 mixed-models nlme r random-coefficients random-effects variance-components
Last synced: 30 Apr 2025
https://github.com/m-clark/gammit
Functions for using mgcv for mixed models. 📈
bam gam glmer lme4 lmer mgcv mixed-models random-effects variance-components
Last synced: 30 Apr 2025
https://github.com/m-clark/more-mixed-models-2019
Demonstration of alternatives to lme4
brms glmmtmb lme4 mgcv mixed-models python random-effects rstanarm statsmodels
Last synced: 30 Apr 2025
https://github.com/andyphilips/qdmean
Stata and R programs to automatically quasi-demean regressors following FGLS-RE or MLE-RE regression
panel-data r random-effects random-effects-model stata
Last synced: 21 Jul 2025
https://github.com/haziqj/iprior
An R package for I-prior regression
fisher-information functional gaussian-processes gpr hilbert kernel krein longitudinal multilevel priors random-effects regression reproducing rkhs rkks space
Last synced: 09 Mar 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/ssharpe42/psraa
Pitch Adjusted Swipe Rate Above Average (pSRAA)
baseball ggplot2 mixed-models random-effects sabermetrics
Last synced: 22 Jun 2025
https://github.com/burning-cost/insurance-multilevel
Two-stage CatBoost + REML random effects for high-cardinality group factors in insurance pricing — Bühlmann-Straub credibility, ICC diagnostics
actuarial catboost credibility insurance mixed-effects pricing python random-effects
Last synced: 02 Apr 2026
