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, secure convergence and exact distributional calculations for unit deviances.

Version:	1.5.0
Depends:	R (≥ 3.0.0)
Imports:	stats, graphics
Suggests:	MASS, tweedie
Published:	2023-01-06
Author:	Gordon Smyth [cre, aut], Lizhong Chen [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_1.5.0.tar.gz
Windows binaries:	r-devel: statmod_1.5.0.zip, r-release: statmod_1.5.0.zip, r-oldrel: statmod_1.5.0.zip
macOS binaries:	r-release (arm64): statmod_1.5.0.tgz, r-oldrel (arm64): statmod_1.5.0.tgz, r-release (x86_64): statmod_1.5.0.tgz, r-oldrel (x86_64): statmod_1.5.0.tgz
Old sources:	statmod archive

Reverse dependencies:

Reverse depends:	cgam, ChimpHumanBrainData, clippda, cond, CopulaREMADA, csampling, 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, dglm, DIscBIO, dsm, dwp, endogeneity, equateIRT, equateMultiple, FER, flexCWM, flexrsurv, flexsurv, frailtypack, FRK, gllvm, GlmSimulatoR, gmvjoint, GPCMlasso, greybox, GUniFrac, Hmsc, hoa, irtQ, jmdem, joineR, lacm, Linnorm, lmeresampler, 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, SNSequate, spatialLIBD, ssrm.logmer, survPen, transmdl, UPCM, WeMix, x.ent, ZINAR1
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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