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パッケージ: r-cran-glmmtmb (1.1.2.3-2)

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.

その他の r-cran-glmmtmb 関連パッケージ

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  • 提案
  • dep: libc6 (>= 2.29)
    GNU C Library: Shared libraries
    以下のパッケージによって提供される仮想パッケージでもあります: libc6-udeb
  • 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
  • dep: r-api-4.0
    以下のパッケージによって提供される仮想パッケージです: r-base-core
  • dep: r-base-core (>= 4.1.2-1ubuntu1)
    GNU R core of statistical computation and graphics system
  • 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-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 (>= 1.7.14)
    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

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amd64 4,486.4 kB6727 kB [ファイル一覧]