statmod: Statistical Modeling

A collection of algorithms and functions to aid statistical modeling. Includes limiting dilution analysis (aka ELDA), growth curve comparisons, mixed linear models, heteroscedastic regression, inverse-Gaussian probability calculations, Gauss quadrature and a secure convergence algorithm for nonlinear models. Also includes advanced generalized linear model functions including Tweedie and Digamma distributional families and a secure convergence algorithm.

Version: 1.4.35
Depends: R (≥ 3.0.0)
Imports: stats, graphics
Suggests: MASS, tweedie
Published: 2020-10-19
Author: Gordon Smyth [cre, aut], Yifang Hu [ctb], Peter Dunn [ctb], Belinda Phipson [ctb], Yunshun Chen [ctb]
Maintainer: Gordon Smyth <smyth at wehi.edu.au>
License: GPL-2 | GPL-3
NeedsCompilation: yes
Citation: statmod citation info
Materials: NEWS
In views: Distributions, NumericalMathematics
CRAN checks: statmod results

Downloads:

Reference manual: statmod.pdf
Package source: statmod_1.4.35.tar.gz
Windows binaries: r-devel: statmod_1.4.35.zip, r-release: statmod_1.4.35.zip, r-oldrel: statmod_1.4.35.zip
macOS binaries: r-release: statmod_1.4.35.tgz, r-oldrel: statmod_1.4.35.tgz
Old sources: statmod archive

Reverse dependencies:

Reverse depends: ChimpHumanBrainData, clippda, cond, CopulaREMADA, csampling, diffIRT, FactorCopula, GHQp, JointModel, JSM, lmeNB, marg, mcll, methylMnM, mixcat, MultisiteMediation, MVR, nlreg, PCMRS, PCS, survsim
Reverse imports: BayesianGLasso, bbreg, Bclim, bgsmtr, boxcoxmix, ChainLadder, ciuupi, conf, cplm, cuRe, dearseq, DEXSeq, diffloop, DIscBIO, Distributacalcul, dsm, equateIRT, equateMultiple, flexCWM, flexrsurv, frailtypack, gllvm, glmBfp, GlmSimulatoR, GPCMlasso, greybox, Hmsc, hoa, irtplay, JMcmprsk, jmdem, joineR, joineRmeta, lacm, Linnorm, lme4, LogisticDx, M3Drop, merlin, MEtest, mexhaz, missMethyl, mlogit, mpra, MSstats, MSstatsTMT, multimark, mvabund, mvQuad, NetRep, nlmm, npmlreg, PanelCount, penalizedSVM, pglm, planar, plink, PredPsych, qgg, RandomCoefficients, RISCA, rmRNAseq, scClassify, scran, seeds, selac, SIMD, sincell, SNSequate, sobir, ssrm.logmer, survPen, tcgsaseq, WeMix, x.ent
Reverse suggests: afex, bamlss, brms, DEGreport, DEScan2, dexus, easyreporting, fitteR, glmGamPoi, HTqPCR, insight, limma, plm, polyCub, Single.mTEC.Transcriptomes, SparseGrid, topconfects, tweedie, vbmp

Linking:

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