Debian 12 (Bookworm) native package

r-cran-glmmtmb

Generalized Linear Mixed Models using Template Model Builder

Packages / Debian 12 (Bookworm) / gnu-r / r-cran-glmmtmb

Package: r-cran-glmmtmb (1.1.5+dfsg-4)

Maintainers:

Debian R Packages Maintainers

External Resources:

Homepage: [cran.r-project.org]

Generalized Linear Mixed Models using Template Model Builder

Other Packages Related to r-cran-glmmtmb:

dep: [r-base-core] (>= 4.2.2.20221110-2)
GNU R core of statistical computation and graphics system
dep: r-api-4.0
Package not available
dep: [r-cran-lme4] (>= 1.1-18.9000)
GNU R package for linear mixed effects model fitting
dep: [r-cran-nlme]
GNU R package for (non-)linear mixed effects models
dep: [r-cran-numderiv]
GNU R package for accurate numerical derivatives
dep: [r-cran-tmb]
GNU R template model builder: general random effect tool
dep: [r-cran-rcppeigen]
GNU R package for Eigen templated linear algebra
dep: [libc6] (>= 2.34)
GNU C Library: Shared libraries
dep: [libgcc-s1] (>= 3.0)
GCC support library
dep: [libgomp1] (>= 4.9)
GCC OpenMP (GOMP) support library
dep: [libstdc++6] (>= 11)
GNU Standard C++ Library v3

sug: [r-cran-knitr]
GNU R package for dynamic report generation using Literate Programming
sug: [r-cran-rmarkdown]
convert R markdown documents into a variety of formats
sug: [r-cran-testthat]
GNU R testsuite
sug: [r-cran-mass]
GNU R package of Venables and Ripley's MASS
sug: [r-cran-lattice]
GNU R package for 'Trellis' graphics
sug: [r-cran-ggplot2] (>= 2.2.1)
implementation of the Grammar of Graphics
sug: [r-cran-mlmrev]
GNU R Examples from Multilevel Modelling Software Review
sug: [r-cran-bbmle] (>= 1.0.19)
GNU R tools for general maximum likelihood estimation
sug: [r-cran-pscl]
GNU R package for discrete data models
sug: [r-cran-coda]
Output analysis and diagnostics for MCMC simulations in R
sug: [r-cran-reshape2]
Flexibly reshape data: a reboot of the reshape package
sug: [r-cran-car] (>= 3.0.6)
GNU R Companion to Applied Regression by John Fox
sug: [r-cran-emmeans] (>= 1.4)
GNU R estimated marginal means, aka least-squares means
sug: [r-cran-estimability]
GNU R package providing tools for determining estimability of linear functions
sug: [r-cran-multcomp]
GNU R package for multiple comparison procedures
sug: [r-cran-effects] (>= 4.0-1)
GNU R graphical and tabular effects display for glm models
sug: [r-cran-broom]
convert statistical analysis objects into tidy data frames with GNU R
sug: [r-cran-broom.mixed]
GNU R tidying methods for mixed models
sug: [r-cran-plyr]
tools for splitting, applying and combining data
sug: [r-cran-png]
GNU R package to read and write PNG images
sug: [r-cran-boot]
GNU R package for bootstrapping functions from Davison and Hinkley
sug: [r-cran-xtable]
GNU R coerce data to LaTeX and HTML tables

Download r-cran-glmmtmb

Architecture	Package Size	Installed Size	Files
amd64	4.6 MiB	8.4 MiB	[list of files]
arm64	4.5 MiB	8.3 MiB	[list of files]

Package file paths (118)

Paths come from the repository package-file index for the observed builds. They describe archive/package associations, not every file that will exist on a running system after maintainer scripts, alternatives, generated state, diversions, or installation choices.

/usr/lib/R/site-library/glmmTMB/CITATION
/usr/lib/R/site-library/glmmTMB/data/Rdata.rdb
/usr/lib/R/site-library/glmmTMB/data/Rdata.rds
/usr/lib/R/site-library/glmmTMB/data/Rdata.rdx
/usr/lib/R/site-library/glmmTMB/DESCRIPTION
/usr/lib/R/site-library/glmmTMB/doc/covstruct.R
/usr/lib/R/site-library/glmmTMB/doc/covstruct.rmd
/usr/lib/R/site-library/glmmTMB/doc/glmmTMB.pdf
/usr/lib/R/site-library/glmmTMB/doc/glmmTMB.R
/usr/lib/R/site-library/glmmTMB/doc/glmmTMB.Rnw
/usr/lib/R/site-library/glmmTMB/doc/hacking.R
/usr/lib/R/site-library/glmmTMB/doc/hacking.rmd
/usr/lib/R/site-library/glmmTMB/doc/index.html
/usr/lib/R/site-library/glmmTMB/doc/mcmc.R
/usr/lib/R/site-library/glmmTMB/doc/mcmc.rmd
/usr/lib/R/site-library/glmmTMB/doc/miscEx.R
/usr/lib/R/site-library/glmmTMB/doc/miscEx.rmd
/usr/lib/R/site-library/glmmTMB/doc/model_evaluation.pdf
/usr/lib/R/site-library/glmmTMB/doc/model_evaluation.R
/usr/lib/R/site-library/glmmTMB/doc/model_evaluation.Rnw
/usr/lib/R/site-library/glmmTMB/doc/parallel.R
/usr/lib/R/site-library/glmmTMB/doc/parallel.rmd
/usr/lib/R/site-library/glmmTMB/doc/sim.R
/usr/lib/R/site-library/glmmTMB/doc/sim.rmd
/usr/lib/R/site-library/glmmTMB/doc/troubleshooting.R
/usr/lib/R/site-library/glmmTMB/doc/troubleshooting.rmd
/usr/lib/R/site-library/glmmTMB/example_files/mk_examples.R
/usr/lib/R/site-library/glmmTMB/example_files/salamander1.rds
/usr/lib/R/site-library/glmmTMB/example_files/salamander_prof1.rds
/usr/lib/R/site-library/glmmTMB/help/aliases.rds
/usr/lib/R/site-library/glmmTMB/help/AnIndex
/usr/lib/R/site-library/glmmTMB/help/glmmTMB.rdb
/usr/lib/R/site-library/glmmTMB/help/glmmTMB.rdx
/usr/lib/R/site-library/glmmTMB/help/paths.rds
/usr/lib/R/site-library/glmmTMB/html/00Index.html
/usr/lib/R/site-library/glmmTMB/html/R.css
/usr/lib/R/site-library/glmmTMB/INDEX
/usr/lib/R/site-library/glmmTMB/libs/glmmTMB.so
/usr/lib/R/site-library/glmmTMB/Matrix-version
/usr/lib/R/site-library/glmmTMB/Meta/data.rds
/usr/lib/R/site-library/glmmTMB/Meta/features.rds
/usr/lib/R/site-library/glmmTMB/Meta/hsearch.rds
/usr/lib/R/site-library/glmmTMB/Meta/links.rds
/usr/lib/R/site-library/glmmTMB/Meta/nsInfo.rds
/usr/lib/R/site-library/glmmTMB/Meta/package.rds
/usr/lib/R/site-library/glmmTMB/Meta/Rd.rds
/usr/lib/R/site-library/glmmTMB/Meta/vignette.rds
/usr/lib/R/site-library/glmmTMB/NAMESPACE
/usr/lib/R/site-library/glmmTMB/NEWS.Rd
/usr/lib/R/site-library/glmmTMB/other_methods/car_methods.R
/usr/lib/R/site-library/glmmTMB/other_methods/effectsglmmTMB.R
/usr/lib/R/site-library/glmmTMB/other_methods/extract.R
/usr/lib/R/site-library/glmmTMB/other_methods/influence_mixed.R
/usr/lib/R/site-library/glmmTMB/other_methods/lsmeans_methods.R
/usr/lib/R/site-library/glmmTMB/R/glmmTMB
/usr/lib/R/site-library/glmmTMB/R/glmmTMB.rdb
/usr/lib/R/site-library/glmmTMB/R/glmmTMB.rdx
/usr/lib/R/site-library/glmmTMB/test_data/agridat_john.alpha.rds
/usr/lib/R/site-library/glmmTMB/test_data/cov_struct_order.rds
/usr/lib/R/site-library/glmmTMB/test_data/cygu.rda
/usr/lib/R/site-library/glmmTMB/test_data/ffly.csv
/usr/lib/R/site-library/glmmTMB/test_data/glmmTMB-test-funs.R
/usr/lib/R/site-library/glmmTMB/test_data/IC_comp_data.rds
/usr/lib/R/site-library/glmmTMB/test_data/make_ex.R
/usr/lib/R/site-library/glmmTMB/test_data/Makefile
/usr/lib/R/site-library/glmmTMB/test_data/models.rda
/usr/lib/R/site-library/glmmTMB/test_data/oldfit.rds
/usr/lib/R/site-library/glmmTMB/test_data/turner_bb_GLMMadaptive.rds
/usr/lib/R/site-library/glmmTMB/test_data/turner_bb.rds
/usr/lib/R/site-library/glmmTMB/test_data/turner_glmmadapt.R
/usr/lib/R/site-library/glmmTMB/TMB-version
/usr/lib/R/site-library/glmmTMB/vignette_data/cs_profile_plot.png
/usr/lib/R/site-library/glmmTMB/vignette_data/mcmc.R
/usr/lib/R/site-library/glmmTMB/vignette_data/mcmc.rda
/usr/lib/R/site-library/glmmTMB/vignette_data/model_evaluation.R
/usr/lib/R/site-library/glmmTMB/vignette_data/model_evaluation.rda
/usr/lib/R/site-library/glmmTMB/vignette_data/plasma.rda
/usr/lib/R/site-library/glmmTMB/vignette_data/sherman.csv
/usr/lib/R/site-library/glmmTMB/vignette_data/sherman.R
/usr/lib/R/site-library/glmmTMB/vignette_data/sherman.rda
/usr/lib/R/site-library/glmmTMB/vignette_data/tmbstan_traceplot.png
/usr/lib/R/site-library/glmmTMB/vignette_data/troubleshooting.R
/usr/lib/R/site-library/glmmTMB/vignette_data/us_profile_plot.png
/usr/lib/R/site-library/glmmTMB/vignette_data/volcano_data.png
/usr/lib/R/site-library/glmmTMB/vignette_data/volcano_results.png
/usr/share/doc/r-cran-glmmtmb/changelog.Debian.gz
/usr/share/doc/r-cran-glmmtmb/copyright
/usr/share/doc/r-cran-glmmtmb/run-unit-test
/usr/share/doc/r-cran-glmmtmb/tests/AAAtest-all.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/setup_makeex.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-altopt.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-Anova.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-basics.R.gz
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-bootMer.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-checkRank.R.gz
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-control.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-diagnose.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-disp.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-downstream.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-edgecases.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-env.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-families.R.gz
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-formulas.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-mapopt.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-methods.R.gz
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-misc.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-offset.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-predict.R.gz
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-reml.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-rr.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-saveload.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-sparseX.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-start.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-utils.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-VarCorr.R.gz
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-varstruc.R.gz
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-weight.R
/usr/share/doc/r-cran-glmmtmb/tests/testthat/test-zi.R

Field source: Debian 12 (Bookworm) main amd64 revision bookworm-main-amd64:9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5

Use this package

OpenFactory can boot this operating system in a browser VM, or start a build that includes the native package name from this record.

Try Debian 12 (Bookworm) in the browser Build an image that includes r-cran-glmmtmb

Versions, suites, and repositories

Each row is recorded package-index metadata for one version, architecture, suite, and repository. Names, URLs, and sizes are source-reported; a link is a potentially mutable retrieval location, not an OpenFactory redistribution claim or proof that OpenFactory retained the artifact bytes.

Version	Release	Architecture	Repository	Package size	Installed size	Publisher repository artifact
1.1.5+dfsg-4	bookworm / main	amd64	Debian 12 · main · amd64	4.6 MiB	8.4 MiB	pool/main/r/r-cran-glmmtmb/r-cran-glmmtmb_1.1.5+dfsg-4_amd64.deb
1.1.5+dfsg-4	bookworm / main	arm64	Debian 12 · main · arm64	4.5 MiB	8.3 MiB	pool/main/r/r-cran-glmmtmb/r-cran-glmmtmb_1.1.5+dfsg-4_arm64.deb

Field source: Debian 12 (Bookworm) main amd64 revision bookworm-main-amd64:9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5

Checksums and observation dates

For an APT source, signature verification authenticates the repository metadata chain and the Packages index containing this source-reported artifact digest. It does not certify package safety.

1.1.5+dfsg-4 / amd64Observed Sep 1, 2026 to Sep 1, 2026

Verification status: Metadata observed; artifact bytes were not independently fetched or hashed by this catalog import. The digest below is source-reported.

Source-reported sha256: 2e0bebba659444e595a4d17bdb84b70f24a2d6d6fc76cf3850238757b90f5ea3

After downloading that exact artifact, compare its bytes with the source-reported expected digest:

printf '%s  %s\n' '2e0bebba659444e595a4d17bdb84b70f24a2d6d6fc76cf3850238757b90f5ea3' 'r-cran-glmmtmb_1.1.5+dfsg-4_amd64.deb' | sha256sum --check --strict -

A match establishes equality with the repository metadata value. It does not establish safety or catalog-side artifact retrieval.

Field source: Debian 12 (Bookworm) main amd64 revision bookworm-main-amd64:9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5

1.1.5+dfsg-4 / arm64Observed Sep 1, 2026 to Sep 1, 2026

Verification status: Metadata observed; artifact bytes were not independently fetched or hashed by this catalog import. The digest below is source-reported.

Source-reported sha256: 933911ff7be669008dfa73ad3836c6e6afb78559ced9d89b450088025101a664

After downloading that exact artifact, compare its bytes with the source-reported expected digest:

printf '%s  %s\n' '933911ff7be669008dfa73ad3836c6e6afb78559ced9d89b450088025101a664' 'r-cran-glmmtmb_1.1.5+dfsg-4_arm64.deb' | sha256sum --check --strict -

A match establishes equality with the repository metadata value. It does not establish safety or catalog-side artifact retrieval.

Field source: Debian 12 (Bookworm) main arm64 revision bookworm-main-arm64:2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00

Catalog record completeness

The completeness score measures metadata coverage, not software quality, security, compatibility, or suitability.

Summary and description: 25/25
Artifact path and source digest: 25/25
Dependency metadata: 15/15
Package-file index: 15/15
Homepage: 5/5
License text: 0/5
Source package or maintainer: 10/10

Recorded total: 95/100

Field source: Debian 12 (Bookworm) main amd64 revision bookworm-main-amd64:9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5, Debian 12 (Bookworm) main arm64 revision bookworm-main-arm64:2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00. The cross-OS mapping is catalog-derived from the source-reported homepage; it does not establish authorship or publisher identity

Sources and provenance

Field-source links above resolve here. Each source entry names the metadata publisher, trust tier, exact snapshot revision, signature result, and observation time; catalog-derived mappings are labeled separately.

Debian 12 (Bookworm) main amd64Sep 1, 2026
Authoritative source; repository metadata signature verified, revision bookworm-main-amd64:9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5
Signature verification covers the configured repository metadata chain. It does not certify that the package is safe or suitable.
Repository-signature verification record
Signed object
https://deb.debian.org/debian/dists/bookworm/InRelease
Signed-object SHA-256
77737fa4b34f2693e982cc9ee35736816c35a7778fc2d326cc1bbf5b301fe1aa
Signer fingerprint
4CB50190207B4758A3F73A796ED0E7B82643E131
Keyring revision
debian-archive-keyring.gpg
SHA-256 506b815cbb32d9b6066b4a2aa524071e071761e7e7f68c3ac74f3061ba852017
Tool and policy
gpgv (GnuPG) 2.4.9
openfactory-software-catalog-signature-v1
Verification time
Sep 1, 2026
Signed Release → package-index hash linkage
Path: main/binary-amd64/Packages.xz
Expected SHA-256: 9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5
Observed SHA-256: 9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5
Result: match verified
Debian 12 (Bookworm) main arm64Sep 1, 2026
Authoritative source; repository metadata signature verified, revision bookworm-main-arm64:2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00
Signature verification covers the configured repository metadata chain. It does not certify that the package is safe or suitable.
Repository-signature verification record
Signed object
https://deb.debian.org/debian/dists/bookworm/InRelease
Signed-object SHA-256
77737fa4b34f2693e982cc9ee35736816c35a7778fc2d326cc1bbf5b301fe1aa
Signer fingerprint
4CB50190207B4758A3F73A796ED0E7B82643E131
Keyring revision
debian-archive-keyring.gpg
SHA-256 506b815cbb32d9b6066b4a2aa524071e071761e7e7f68c3ac74f3061ba852017
Tool and policy
gpgv (GnuPG) 2.4.9
openfactory-software-catalog-signature-v1
Verification time
Sep 1, 2026
Signed Release → package-index hash linkage
Path: main/binary-arm64/Packages.xz
Expected SHA-256: 2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00
Observed SHA-256: 2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00
Result: match verified