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 1015
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 distributional-regression gamm generalized-additive-mixed-models penalized-spline splines
Language:R 229
m-clark / mixed-models-with-R
Covers the basics of mixed models, mostly using @lme4
mixed-models r lme4 random-effects multilevel-models hierarchical-linear-models variance-components random-intercepts random-slopes covariance linear-mixed-models generalized-linear-mixed-models crossed-random-effects nested-random-effects nlme glmmtmb brms
Language:R 144
sccomp
MangiolaLaboratory / sccomp
Mixed-effect model to test differences in cell type proportions from single-cell data, in R
bayesian composition cytof microbiome r-package single-cell proportions batch-correction differential-proportion unwanted-variation multilevel random-effects
Language:R 112
m-clark / generalized-additive-models
A document introducing generalized additive models.📈
generalized-additive-models mgcv gam splines r modeling random-effects
Language:R 82
m-clark / mixedup
An R package for extracting results from mixed models that are easy to use and viable for presentation.
lme4 glmmtmb nlme mixed-models random-effects random-coefficients variance-components brms mgcv
Language:R 70
m-clark / visibly
👓 Functions related to R visualizations
r visualization palettes stan ggplot2-themes plotly-theme colorgorical adjacent complementary triadic tetradic coefficients random-effects gam mixed-models mermod mgcv brms r-package heatmap
Language:R 64
TheoMichelot / hmmTMB
Fit hidden Markov models using Template Model Builder (TMB): flexible state-dependent distributions, transition probability structures, random effects, and smoothing splines.
hidden-markov-model hmm mixed-effects-models r-package random-effects smoothing-splines time-series-analysis
Language:R 59
variani / lme4qtl
Mixed models @lme4 + custom covariances + parameter constraints
covariance family gwas ibd kinship lme4 pedigree qtl random-effects relatedness variance-covariance
Language:R 53
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 24
m-clark / gammit
Functions for using mgcv for mixed models. 📈
mgcv mixed-models random-effects variance-components lme4 gam bam lmer glmer
Language:R 15
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
anhdanggit / panel-fixedeffect-randomeffect
Using Fixed Effect, Random Effect and Hausman Taylor IV to estimate the impacts on wage
fixed-effects hausman-taylor-iv panel-data random-effects
Language:R 2
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
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 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
fisher-information functional gaussian-processes gpr hilbert kernel krein longitudinal multilevel priors random-effects regression reproducing rkhs rkks space
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
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 1
NathanP23 / Regression-and-Statistical-Models-52571
Content of the course "Regression and Statistical Models (52571)" at The Hebrew University of Jerusalem, in the Department of Statistics and Data Science.
academic-project analysis-of-variance anova confidence-interval dummy-variables huji hypothesis-testing linear-regression logistic-regression mixed-models model-selection multiple-regression r random-effects regression residual-analysis statistical-inference statistics
Language:Jupyter Notebook 1
VNyaga / CopulaDTA
Copula Based Bivariate Beta-Binomial Model for Diagnostic Test Accuracy Studies
bayesian-inference beta-binomial copula diagnostic-data meta-analysis r random-effects rstan
Language:HTML 1
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
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
One-stage meta-analysis of proportions from binomial data in Stata
binomial logistic-regression meta-analysis meta-regression network-meta-analysis random-effects stata bayesian-methods
Language:Stata 0
florfontana02 / Modelado-Estadistico-para-Ciencias-de-Datos
Ordinal Regression. Mixed Models. Penalized Splines. Causal Inference. Random Effects. Trabajos Prácticos de la materia Intr. al Modelado Estadístico para Ciencias de Datos. 1C2025 FCEN
applied-statistics causal-inference data-science ordinal-regression penalized-spline random-effects statistical-models
mauep2025 / Multy-Country-Exchange-Rate-
The main aim of this code is to measure the co-movements along 9 different currencies.
exchange-rates fixed-effects international-economics panel-data pooled-ols random-effects
Language:MATLAB
Milanpeter-77 / Coursework-Panel-Data-Analysis-of-FF3-Factors
Estimating pooled, fixed, and random effects models on S&P 500 excess returns to test Fama–French factor sensitivities across firms and sectors.
ff3 fixed-effects panel-data pooled-ols random-effects
Language:Jupyter Notebook
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

random-effects

bashtage / linearmodels

gavinsimpson / gratia

m-clark / mixed-models-with-R

MangiolaLaboratory / sccomp

m-clark / generalized-additive-models

m-clark / mixedup

m-clark / visibly

TheoMichelot / hmmTMB

variani / lme4qtl

m-clark / mixed-models-with-r-workshop-2019

m-clark / gammit

m-clark / more-mixed-models-2019

anhdanggit / panel-fixedeffect-randomeffect

oliviergimenez / indhet_in_CRmodels

andyphilips / qdmean

eriliawu / magnesium-meta

haziqj / iprior

m-clark / mixed-models-overview

mchamochin1 / SDGs-interlinks-with-Climate-Change-Energy-Transition

NathanP23 / Regression-and-Statistical-Models-52571

VNyaga / CopulaDTA

ksolarski / bachelor-thesis

monika-kaczan / advanced-econometrics

RezaDastranj / LME-ASDRs

ssharpe42 / pSRAA

VNyaga / Metapreg

florfontana02 / Modelado-Estadistico-para-Ciencias-de-Datos

mauep2025 / Multy-Country-Exchange-Rate-

Milanpeter-77 / Coursework-Panel-Data-Analysis-of-FF3-Factors

oliviergimenez / mixed-bandrecovery-models

waldronbios2 / session9