glmmTMB: Generalized Linear Mixed Models using Template Model Builder

Canonical link: https://rscholar.com/pkg/glmmTMB

Mollie Brooks • Ben Bolker • Kasper Kristensen • Martin Maechler • Arni Magnusson • Maeve McGillycuddy • Hans Skaug • Anders Nielsen • Casper Berg • Koen van Bentham • Nafis Sadat • Daniel Lüdecke • Russ Lenth • Joseph O'Brien • Charles J. Geyer • Mikael Jagan • Brenton Wiernik • Daniel B. Stouffer • View description and downloads View dependencies GitHub project

2017 Published

0 Citations

18 Authors

21 Revisions

1.1.14 Version

AGPL-3 License

Referenced by ⇅	Year
DEGRE: Inferring Differentially Expressed Genes using Generalized Linear Mixed Models (Version 0.2.0)	2022
DHARMa: Residual Diagnostics for Hierarchical (Multi-Level / Mixed) Regression Models (Version 0.4.7)	2016
LongDat: A Tool for 'Covariate'-Sensitive Longitudinal Analysis on 'omics' Data (Version 1.1.3)	2022
MOCHA: Modeling for Single-Cell Open Chromatin Analysis (Version 1.1.0)	2022
WeMix: Weighted Mixed-Effects Models Using Multilevel Pseudo Maximum Likelihood Estimation (Version 4.0.3)	2018
bayestestR: Understand and Describe Bayesian Models and Posterior Distributions (Version 0.17.0)	2019
buildmer: Stepwise Elimination and Term Reordering for Mixed-Effects Regression (Version 2.12)	2019
easystats: Framework for Easy Statistical Modeling, Visualization, and Reporting (Version 0.7.5)	2022
ggeffects: Create Tidy Data Frames of Marginal Effects for 'ggplot' from Model Outputs (Version 2.3.2)	2017
glmmSeq: General Linear Mixed Models for Gene-Level Differential Expression (Version 0.5.7)	2021
gratia: Graceful 'ggplot'-Based Graphics and Other Functions for GAMs Fitted Using 'mgcv' (Version 0.11.1)	2019
marginaleffects: Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests (Version 0.31.0)	2021
pdR: Threshold Model and Unit Root Tests in Cross-Section and Time Series Data (Version 1.9.4)	2014
eyetrackingR: Eye-Tracking Data Analysis (Version 0.2.2)	2015
AICcmodavg: Model Selection and Multimodel Inference Based on (Q)AIC(c) (Version 2.3-4)	2009
AssumpSure Guidance: (Version )	0
GLMMcosinor: Fit a Cosinor Model Using a Generalized Mixed Modeling Framework (Version 0.2.1)	2024
MDMA: Mathijs Deen's Miscellaneous Auxiliaries (Version 2.0.0)	2024
MuMIn: Multi-Model Inference (Version 1.48.11)	2010
RESI: Robust Effect Size Index (RESI) Estimation (Version 1.3.2)	2022
RVAideMemoire: Testing and Plotting Procedures for Biostatistics (Version 0.9-83-12)	2011
abn: Modelling Multivariate Data with Additive Bayesian Networks (Version 3.1.13)	2011
afex: Analysis of Factorial Experiments (Version 1.5-1)	2012
asympDiag: Diagnostic Tools for Asymptotic Theory (Version 0.3.1)	2025
bayestestR Distributions: (Version )	0
broom.mixed: Tidying Methods for Mixed Models (Version 0.2.9.6)	2018
broom.helpers: Helpers for Model Coefficients Tibbles (Version 1.22.0)	2020
buildmer Regression: (Version )	0
corrselect: Correlation-Based and Model-Based Predictor Pruning (Version 3.1.0)	2025
cv: Cross-Validating Regression Models (Version 2.0.4)	2023
depower: Power Analysis for Differential Expression Studies (Version 2025.10.21)	2024
easyViz: Easy Visualization of Conditional Effects from Regression Models (Version 2.0.0)	2025
easystats Reporting: (Version )	0
ecostats: Code and Data Accompanying the Eco-Stats Text (Warton 2022) (Version 1.2.2)	2020
glmertree: Generalized Linear Mixed Model Trees (Version 0.2-6)	2017
glmmSeq Expression: (Version )	0
gmvjoint: Joint Models of Survival and Multivariate Longitudinal Data (Version 0.4.5)	2022
iccCounts: Intraclass Correlation Coefficient for Count Data (Version 1.1.2)	2021
insight: Easy Access to Model Information for Various Model Objects (Version 1.4.4)	2019
lefko3: Historical and Ahistorical Population Projection Matrix Analysis (Version 6.6.0)	2020
marginaleffects Tests: (Version )	0
mecoturn: Decipher Microbial Turnover along a Gradient (Version 0.3.1)	2023
metafor: Meta-Analysis Package for R (Version 4.8-0)	2009
mitml: Tools for Multiple Imputation in Multilevel Modeling (Version 0.4-5)	2015
mmrm: Mixed Models for Repeated Measures (Version 0.3.17)	2022
modelbased: Estimation of Model-Based Predictions, Contrasts and Means (Version 0.13.1)	2020
mtscr: Multidimensional Top Scoring for Creativity Research (Version 2.0.0)	2023
multcomp: Simultaneous Inference in General Parametric Models (Version 1.4-29)	2002
multilevelmediation: Utility Functions for Multilevel Mediation Analysis (Version 0.4.1)	2024
mvtweedie: Estimate Diet Proportions Using Multivariate Tweedie Model (Version 1.2.0)	2026
networkscaleup: Network Scale-Up Models for Aggregated Relational Data (Version 0.2-1)	2022
ordbetareg: Ordered Beta Regression Models with 'brms' (Version 0.8)	2022
parameters: Processing of Model Parameters (Version 0.28.3)	2019
pastaPlot: Spaghetti-Plot Fixed and Random Effects of Linear Mixed Models (Version 0.1.0)	2024
performance: Assessment of Regression Models Performance (Version 0.15.3)	2019
permutes: Permutation Tests for Time Series Data (Version 2.8)	2018
predictmeans: Predicted Means for Linear and Semiparametric Models (Version 1.1.1)	2014
qra: Quantal Response Analysis for Dose-Mortality Data (Version 0.2.8.1)	2021
reformulas: Machinery for Processing Random Effect Formulas (Version 0.4.3.1)	2024
report: Automated Reporting of Results and Statistical Models (Version 0.6.3)	2021
sdmTMB: Spatial and Spatiotemporal SPDE-Based GLMMs with 'TMB' (Version 0.8.1)	2023
see: Model Visualisation Toolbox for 'easystats' and 'ggplot2' (Version 0.12.0)	2019
sjPlot: Data Visualization for Statistics in Social Science (Version 2.9.0)	2013
swCRTdesign: Stepped Wedge Cluster Randomized Trial (SW CRT) Design (Version 4.1)	2016
texreg: Conversion of R Regression Output to LaTeX or HTML Tables (Version 1.39.5)	2012
tinyVAST: Multivariate Spatio-Temporal Models using Structural Equations (Version 1.4.0)	2025
tram: Transformation Models (Version 1.3-2)	2018
tramME: Transformation Models with Mixed Effects (Version 1.0.8)	2020
twosigma: DE Analysis for Single-Cell RNA-Sequencing Data (Version 1.0.2)	2021
visreg: Visualization of Regression Models (Version 2.8.0)	2012

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