TMB: Template Model Builder: A General Random Effect Tool Inspired by 'ADMB'

With this tool, a user should be able to quickly implement complex random effect models through simple C++ templates. The package combines 'CppAD' (C++ automatic differentiation), 'Eigen' (templated matrix-vector library) and 'CHOLMOD' (sparse matrix routines available from R) to obtain an efficient implementation of the applied Laplace approximation with exact derivatives. Key features are: Automatic sparseness detection, parallelism through 'BLAS' and parallel user templates.

Version: 1.7.22
Depends: R (≥ 3.0.0)
Imports: graphics, methods, stats, utils, Matrix (≥ 1.0-12)
LinkingTo: Matrix, RcppEigen
Suggests: numDeriv, parallel
Published: 2021-09-28
Author: Kasper Kristensen [aut, cre, cph], Brad Bell [cph], Hans Skaug [ctb], Arni Magnusson [ctb], Casper Berg [ctb], Anders Nielsen [ctb], Martin Maechler [ctb], Theo Michelot [ctb], Mollie Brooks [ctb], Alex Forrence [ctb], Christoffer Moesgaard Albertsen [ctb], Cole Monnahan [ctb]
Maintainer: Kasper Kristensen <kaskr at dtu.dk>
BugReports: https://github.com/kaskr/adcomp/issues
License: GPL-2
Copyright: See the file COPYRIGHTS
TMB copyright details
URL: https://github.com/kaskr/adcomp/wiki
NeedsCompilation: yes
Citation: TMB citation info
Materials: NEWS
CRAN checks: TMB results

Documentation:

Reference manual: TMB.pdf

Downloads:

Package source: TMB_1.7.22.tar.gz
Windows binaries: r-devel: TMB_1.7.22.zip, r-devel-UCRT: TMB_1.7.22.zip, r-release: TMB_1.7.22.zip, r-oldrel: TMB_1.7.22.zip
macOS binaries: r-release (arm64): TMB_1.7.22.tgz, r-release (x86_64): TMB_1.7.22.tgz, r-oldrel: TMB_1.7.22.tgz
Old sources: TMB archive

Reverse dependencies:

Reverse depends: ef, gllvm, tmbstan
Reverse imports: disaggregation, foieGras, FRK, glmmTMB, marked, MLZ, mumm, QFASA, RNAdecay, SAMtool, SPAS, stochvolTMB, tramME, unmarked, yaps
Reverse linking to: disaggregation, ef, foieGras, FRK, gllvm, glmmTMB, MLZ, mumm, QFASA, SAMtool, SPAS, stochvolTMB, tmbstan, tramME, unmarked, yaps
Reverse suggests: adnuts, broom.mixed, covafillr, parameters, sjPlot

Linking:

Please use the canonical form https://CRAN.R-project.org/package=TMB to link to this page.