glmmTMB

Generalized Linear Mixed Models using Template Model Builder

v1.1.14 · Jan 14, 2026 · AGPL-3

Description

Fit linear and generalized linear mixed models with various extensions, including zero-inflation. The models are fitted using maximum likelihood estimation via 'TMB' (Template Model Builder). Random effects are assumed to be Gaussian on the scale of the linear predictor and are integrated out using the Laplace approximation. Gradients are calculated using automatic differentiation.

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CRAN Check Status

3 NOTE

11 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	582.3s
r-devel-linux-x86_64-debian-gcc	OK	467.6s
r-devel-linux-x86_64-fedora-clang	OK	775.3s
r-devel-linux-x86_64-fedora-gcc	OK	901.9s
r-devel-macos-arm64	OK	133s
r-devel-windows-x86_64	OK	564s
r-oldrel-macos-arm64	NOTE	115s
r-oldrel-macos-x86_64	NOTE	604s
r-oldrel-windows-x86_64	NOTE	655s
r-patched-linux-x86_64	OK	621.2s
r-release-linux-x86_64	OK	603.4s
r-release-macos-arm64	OK	115s
r-release-macos-x86_64	OK	397s
r-release-windows-x86_64	OK	549s

Check details (3 non-OK)

NOTE r-oldrel-macos-arm64

installed package size

installed size is 101.3Mb
  sub-directories of 1Mb or more:
    doc         1.8Mb
    libs       95.1Mb
    test_data   2.9Mb

NOTE r-oldrel-macos-x86_64

installed package size

installed size is 104.1Mb
  sub-directories of 1Mb or more:
    doc         1.8Mb
    libs       97.9Mb
    test_data   2.9Mb

NOTE r-oldrel-windows-x86_64

installed package size

installed size is 10.9Mb
  sub-directories of 1Mb or more:
    doc         1.8Mb
    libs        4.7Mb
    test_data   2.9Mb

Additional Issues

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Check History

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

NOTE r-oldrel-macos-arm64

installed package size

installed size is 101.3Mb
  sub-directories of 1Mb or more:
    doc         1.8Mb
    libs       95.1Mb
    test_data   2.9Mb

NOTE r-oldrel-macos-x86_64

installed package size

installed size is 104.1Mb
  sub-directories of 1Mb or more:
    doc         1.8Mb
    libs       97.9Mb
    test_data   2.9Mb

NOTE r-oldrel-windows-x86_64

installed package size

installed size is 10.9Mb
  sub-directories of 1Mb or more:
    doc         1.8Mb
    libs        4.7Mb
    test_data   2.9Mb

Reverse Dependencies (67)

depends

gmvjoint predictmeans

imports

AssumpSure GLMMcosinor LongDat abn bclogit cv depower ecoXCorr glmmSeq iccCounts lefko3 mecoturn mtscr multilevelmediation networkscaleup pastaPlot pdR swCRTdesign twosigma

suggests

AICcmodavg DHARMa MDMA RESI RVAideMemoire WeMix afex asympDiag bayestestR broom.helpers broom.mixed buildmer corrselect easyViz easystats ecostats eyetrackingR futurize ggeffects glmertree gratia insight lme4 marginaleffects marginme metafor mitml mmrm modelbased modelsummary multcomp mvtweedie ordbetareg parameters performance permutes qra reformulas report sdmTMB see sjPlot tinyVAST tram tramME visreg

Dependency Network

Version History

new 1.1.14 Mar 10, 2026

updated 1.1.14 ← 1.1.13 diff Jan 14, 2026

updated 1.1.13 ← 1.1.12 diff Oct 8, 2025

updated 1.1.12 ← 1.1.11 diff Aug 17, 2025

updated 1.1.11 ← 1.1.10 diff Apr 2, 2025

updated 1.1.10 ← 1.1.9 diff Sep 26, 2024

updated 1.1.9 ← 1.1.8 diff Mar 19, 2024

updated 1.1.8 ← 1.1.7 diff Oct 6, 2023

updated 1.1.7 ← 1.1.6 diff Apr 4, 2023

updated 1.1.6 ← 1.1.5 diff Mar 18, 2023

updated 1.1.5 ← 1.1.4 diff Nov 15, 2022

updated 1.1.4 ← 1.1.3 diff Jul 11, 2022

updated 1.1.3 ← 1.1.2.3 diff Mar 13, 2022

updated 1.1.2.3 ← 1.1.2.2 diff Sep 19, 2021

updated 1.1.2.2 ← 1.1.2 diff Sep 1, 2021

updated 1.1.2 ← 1.1.1 diff Jul 19, 2021

updated 1.1.1 ← 1.0.2.1 diff Jun 23, 2021

updated 1.0.2.1 ← 1.0.1 diff Jul 1, 2020

updated 1.0.1 ← 1.0.0 diff Mar 14, 2020

updated 1.0.0 ← 0.2.3 diff Feb 2, 2020