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	561s
r-devel-linux-x86_64-debian-gcc	OK	447.9s
r-devel-linux-x86_64-fedora-clang	OK	880.6s
r-devel-linux-x86_64-fedora-gcc	OK	1002.4s
r-devel-macos-arm64	OK	120s
r-devel-windows-x86_64	OK	549s
r-oldrel-macos-arm64	NOTE	115s
r-oldrel-macos-x86_64	NOTE	604s
r-oldrel-windows-x86_64	NOTE	647s
r-patched-linux-x86_64	OK	585s
r-release-linux-x86_64	OK	591.1s
r-release-macos-arm64	OK	115s
r-release-macos-x86_64	OK	397s
r-release-windows-x86_64	OK	544s

Check details (14 non-OK)

OK r-devel-linux-x86_64-debian-clang

OK r-devel-linux-x86_64-debian-gcc

OK r-devel-linux-x86_64-fedora-clang

OK r-devel-linux-x86_64-fedora-gcc

OK r-devel-macos-arm64

OK r-devel-windows-x86_64

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

OK r-patched-linux-x86_64

OK r-release-linux-x86_64

OK r-release-macos-arm64

OK r-release-macos-x86_64

OK r-release-windows-x86_64

Additional Issues

rchk Details →

Check History

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 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 (65)

depends

gmvjoint predictmeans

imports

AssumpSure GLMMcosinor LongDat abn bclogit cv depower 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 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 9, 2026