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: 1.4.37
Depends: R (≥ 3.0.0)
Imports: stats, graphics
Suggests: MASS, tweedie
Published: 2022-08-12
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

Documentation:

Reference manual: statmod.pdf

Downloads:

Package source: statmod_1.4.37.tar.gz
Windows binaries: r-devel: statmod_1.4.37.zip, r-release: statmod_1.4.37.zip, r-oldrel: statmod_1.4.37.zip
macOS binaries: r-release (arm64): statmod_1.4.37.tgz, r-oldrel (arm64): statmod_1.4.37.tgz, r-release (x86_64): statmod_1.4.37.tgz, r-oldrel (x86_64): statmod_1.4.37.tgz
Old sources: statmod archive

Reverse dependencies:

Reverse depends: cgam, ChimpHumanBrainData, clippda, cond, CopulaREMADA, csampling, dglm, diffIRT, FactorCopula, FastJM, JointModel, JSM, marg, methylMnM, mixcat, MSclassifR, MultisiteMediation, MVR, nlreg, PCMRS, PCS, survsim, xhaz
Reverse imports: abglasso, BayesianGLasso, bbreg, BBSSL, bgsmtr, ccdf, ChainLadder, ciuupi2, CondCopulas, conf, cplm, ctmm, cuRe, dearseq, deltaccd, DEXSeq, diffloop, DIscBIO, dsm, dwp, endogeneity, equateIRT, equateMultiple, FER, flexCWM, flexrsurv, flexsurv, frailtypack, FRK, gllvm, GlmSimulatoR, GPCMlasso, greybox, GUniFrac, Hmsc, hoa, jmdem, joineR, lacm, Linnorm, lmeresampler, LogisticDx, LRTesteR, M3Drop, MAnorm2, marp, merlin, MEtest, mexhaz, MGDrivE2, mgss, MicrobiomeStat, missMethyl, mixpoissonreg, mlogit, mpra, multimark, MultOrdRS, mvabund, mvQuad, NetRep, nlmm, npmlreg, PanelCount, penalizedSVM, pglm, plink, PredPsych, promor, qgg, regDIF, RISCA, rlcv, robnptests, scClassify, scran, seeds, shinyepico, SIMD, sincell, smooth, ssrm.logmer, survPen, transmdl, UPCM, WeMix, x.ent
Reverse suggests: afex, autonomics, bamlss, brms, CIDER, comapr, compcodeR, DEGreport, DEScan2, DGEobj.utils, easyreporting, fitteR, glmGamPoi, hermes, HTqPCR, insight, limma, lme4, muscat, plm, polyCub, RVAideMemoire, Single.mTEC.Transcriptomes, sparrow, SparseGrid, topconfects, tweedie, vbmp

Linking:

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