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: 1.4.34
Depends: R (≥ 3.0.0)
Imports: stats, graphics
Suggests: MASS, tweedie
Published: 2020-02-17
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_1.4.34.tar.gz
Windows binaries: r-devel: statmod_1.4.34.zip, r-devel-gcc8: statmod_1.4.34.zip, r-release: statmod_1.4.34.zip, r-oldrel: statmod_1.4.34.zip
OS X binaries: r-release: statmod_1.4.34.tgz, r-oldrel: statmod_1.4.34.tgz
Old sources: statmod archive

Reverse dependencies:

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

Linking:

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