Package: r-cran-glmmtmb (1.1.8+dfsg-3)

[ Source: r-cran-glmmtmb  ]

Generalized Linear Mixed Models using Template Model Builder

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.

Other Packages Related to r-cran-glmmtmb

• dep: libc6 (>= 2.34)

  GNU C Library: Shared libraries
  also a virtual package provided by libc6-udeb

• dep: libgcc-s1 (>= 3.0) [not armel, armhf]

  GCC support library

  dep: libgcc-s1 (>= 3.5) [armel, armhf]

• dep: libgomp1 (>= 4.9)

  GCC OpenMP (GOMP) support library

• dep: libstdc++6 (>= 13.1)

  GNU Standard C++ Library v3

• dep: r-api-4.0

  virtual package provided by r-base-core

• dep: r-cran-lme4 (>= 1.1-18.9000)

  GNU R package for linear mixed effects model fitting

• dep: r-cran-matrix

  GNU R package of classes for dense and sparse matrices

• dep: r-cran-mgcv

  GNU R package for multiple parameter smoothing estimation

• 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-rcppeigen

  GNU R package for Eigen templated linear algebra

• dep: r-cran-tmb (>= 1.9.10-1)

  GNU R template model builder: general random effect tool

• sug: r-cran-bbmle (>= 1.0.19)

  GNU R tools for general maximum likelihood estimation

• sug: r-cran-boot

  GNU R package for bootstrapping functions from Davison and Hinkley

• 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-car (>= 3.0.6)

  GNU R Companion to Applied Regression by John Fox

• sug: r-cran-coda

  Output analysis and diagnostics for MCMC simulations in R

• sug: r-cran-effects (>= 4.0-1)

  GNU R graphical and tabular effects display for glm models

• 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-ggplot2 (>= 2.2.1)

  implementation of the Grammar of Graphics

• sug: r-cran-knitr

  GNU R package for dynamic report generation using Literate Programming

• sug: r-cran-lattice

  GNU R package for 'Trellis' graphics

• sug: r-cran-mass

  GNU R package of Venables and Ripley's MASS

• sug: r-cran-mlmrev

  GNU R Examples from Multilevel Modelling Software Review

• sug: r-cran-multcomp

  GNU R package for multiple comparison procedures

• 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-pscl

  GNU R package for discrete data models

• sug: r-cran-reshape2

  Flexibly reshape data: a reboot of the reshape package

• sug: r-cran-rmarkdown

  convert R markdown documents into a variety of formats

• sug: r-cran-testthat

  GNU R testsuite

• sug: r-cran-xtable

  GNU R coerce data to LaTeX and HTML tables

Download r-cran-glmmtmb

Download for all available architectures

Architecture	Package Size	Installed Size	Files
amd64	4,830.0 kB	9,017.0 kB	[list of files]
arm64	4,736.4 kB	8,941.0 kB	[list of files]
armel	4,665.1 kB	8,179.0 kB	[list of files]
armhf	4,662.1 kB	7,559.0 kB	[list of files]
i386	4,885.6 kB	9,029.0 kB	[list of files]
mips64el	4,709.9 kB	9,890.0 kB	[list of files]
ppc64el	4,853.2 kB	9,773.0 kB	[list of files]
s390x	4,832.4 kB	9,229.0 kB	[list of files]