random-effects

There are 0 repository under random-effects topic.

bashtage / linearmodels
Additional linear models including instrumental variable and panel data models that are missing from statsmodels.
iv instrumental-variable panel regression statistical-model ols gmm fixed-effects random-effects between-estimator first-difference clustered-standard-errors pooled-ols linear-models panel-data panel-models panel-regression fama-macbeth asset-pricing seemingly-unrelated-regression
Language:Python 882
gavinsimpson / gratia
ggplot-based graphics and useful functions for GAMs fitted using the mgcv package
r-package generalized-additive-models ggplot2 mgcv gam glm lm random-effects smoothing r
Language:R 183
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
Language:R 120
m-clark / generalized-additive-models
A document introducing generalized additive models.📈
gam generalized-additive-models mgcv modeling r random-effects splines
Language:R 71
sccomp
stemangiola / sccomp
Testing differences in cell type proportions from single-cell data.
bayesian composition cytof microbiome r-package single-cell proportions batch-correction differential-proportion unwanted-variation multilevel random-effects
Language:R 68
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
Language:R 62
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
Language:R 61
variani / lme4qtl
Mixed models @lme4 + custom covariances + parameter constraints
lme4 qtl covariance gwas kinship ibd pedigree relatedness family variance-covariance random-effects
Language:R 47
m-clark / mixed-models-with-r-workshop-2019
Workshop on using Mixed Models with R
mixed-models r lme4 variance-components random-effects random-coefficients nlme glmmtmb brms
Language:R 25
m-clark / more-mixed-models-2019
Demonstration of alternatives to lme4
lme4 mgcv glmmtmb rstanarm brms mixed-models random-effects python statsmodels
Language:R 13
m-clark / gammit
Functions for using mgcv for mixed models. 📈
bam gam glmer lme4 lmer mgcv mixed-models random-effects variance-components
Language:R 11
oliviergimenez / indhet_in_CRmodels
Illustrate CR models with individual heterogeneity (multistate, random-effect, finite-mixture)
capture-recapture-models individual-heterogeneity mixture-model random-effects multistate
Language:R 2
anhdanggit / panel-fixedeffect-randomeffect
Using Fixed Effect, Random Effect and Hausman Taylor IV to estimate the impacts on wage
panel-data fixed-effects random-effects hausman-taylor-iv
Language:R 1
czymara / CompSocResearchWS21
Comparative Social Research with Multi-level Modelling in R
comparative-methods comparative-politics ess hierarchical-models multi-level-modeling multilevel-models random-effects rstats
Language:HTML 1
eriliawu / magnesium-meta
a meta-analysis on the effect of intravenous magnesium on myocardial infarction
meta-analysis r bayesian-inference frequentist-methods fixed-effects random-effects
Language:R 1
haziqj / iprior
An R package for I-prior regression
regression gaussian-processes priors gpr fisher-information reproducing kernel hilbert krein space rkhs rkks random-effects functional longitudinal multilevel
Language:R 1
m-clark / mixed-models-overview
Raw files for a document providing an overview of mixed models from varying perspectives.
mixed-models random-effects penalized-regression multilevel-models
Language:R 1
VNyaga / CopulaDTA
Copula Based Bivariate Beta-Binomial Model for Diagnostic Test Accuracy Studies
copula bayesian-inference beta-binomial diagnostic-data meta-analysis r random-effects rstan
Language:HTML 1
fritzwill / nba-playoff-pred-R
Cluster-specific logistic regression models for whether an NBA team will make the playoffs given the current statistics of that team. Specifically uses population averaged models (PA) based on generalized estimating equations (GEE); Also, uses cluster-specific (each team) random effects models
gee generalized-estimating-equations random-effects rstudio r random-effects-model pupulation-averaged-model cluster-modeling nba nba-playoffs logistic-regression likelihood-ratio-test intraclass-correlation
Language:R 0
ksolarski / bachelor-thesis
Monte Carlo Simulation comparing the performance of various estimators for panel data with binary dependent variable models
fixed-effects monte-carlo-simulation panel-data random-effects simulation
Language:R 0
mchamochin1 / SDGs-interlinks-with-Climate-Change-Energy-Transition
Connecting the Sustainable Development Goals with climate change and the energy transition
climate-change energy-transition sdg segmentation sustainability transformation clustering decisiontree kmeans knn panel-data pca pipeline randomforest xgboost svr decision-trees ensembles fixed-effects random-effects
Language:Jupyter Notebook 0
monika-kaczan / advanced-econometrics
Project for the 2021/22 Advanced Econometrics class at the Faculty of Economic Sciences, University of Warsaw. In this project we build FE and RE panel data models to assess the relationship between firm performance and CEO gender.
fixed-effects panel-data random-effects stata
Language:Stata 0
RezaDastranj / LME-ASDRs
Age-Gender-Country-Specific Death Rates Modelling and Forecasting: A Linear Mixed-Effects Model
fixed-effects forecasting heteroscedasticity life-expectancy life-insurance lme4 mixed-models model-selection modelling mortality qqplot random-effects random-walk reml mortality-forecasting anova bootstrap lmer lmertest
Language:CSS 0
ssharpe42 / pSRAA
Pitch Adjusted Swipe Rate Above Average (pSRAA)
baseball sabermetrics mixed-models random-effects ggplot2
Language:R 0
VNyaga / Metapreg
Evidence synthesis of proportions
binomial logistic-regression meta-analysis meta-regression network-meta-analysis random-effects stata
Language:Stata 0
andyphilips / qdmean
Stata and R programs to automatically quasi-demean regressors following FGLS-RE or MLE-RE regression
panel-data random-effects random-effects-model stata r
Language:R
mauep2025 / Multy-Country-Exchange-Rate-
The main aim of this code is to measure the co-movements along 9 different currencies.
international-economics exchange-rates panel-data fixed-effects random-effects pooled-ols
Language:MATLAB
oliviergimenez / mixed-bandrecovery-models
Fit band-recovery models with temporal random effects
random-effects band-recovery-models capture-recapture schall-algorithm
Language:R
waldronbios2 / session9
hierarchical-data mixed-effects fixed-effects random-effects
Language:Shell