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
Old sources: statmod archive

Reverse dependencies:

Reverse depends: cgam, clippda, cond, CopulaGAMM, CopulaREMADA, csampling, diffIRT, FactorCopula, FastJM, JMH, JSM, marg, methylMnM, mixcat, MSclassifR, MultisiteMediation, MVR, nlreg, PCMRS, PCS, survsim, xhaz, ZIBR
Reverse imports: abglasso, actuaRE, BayesianGLasso, bbreg, BBSSL, bgsmtr, boxcoxmix, BT, ChainLadder, ciuupi2, CondCopulas, conf, cplm, ctmm, cuRe, dearseq, deltaccd, DEXSeq, dglm, DIscBIO, Distributacalcul, dsm, dwp, endogeneity, equateIRT, equateMultiple, FER, flexCWM, flexrsurv, flexsurv, frailtypack, FRK, gllvm, GlmSimulatoR, glmtoolbox, gmvjoint, gofedf, GPCMlasso, greybox, GUniFrac, HDJM, Hmsc, irtQ, jmdem, joineR, JointFPM, lacm, limma, Linnorm, lmeresampler, LRTesteR, M3Drop, MAnorm2, marp, merlin, mexhaz, MGDrivE2, mgss, MicrobiomeStat, missMethyl, mixpoissonreg, MJMbamlss, mlogit, mpra, MSstats, multimark, MultOrdRS, mvabund, mvQuad, NetRep, nlmm, npmlreg, PanelCount, penalizedSVM, pglm, plink, PredPsych, promor, qgg, regDIF, rlcv, robnptests, scClassify, scran, SeBR, seeds, shinyepico, SIMD, sincell, smooth, SNSequate, spatialLIBD, ssrm.logmer, survPen, TOP, transmdl, UPCM, VBJM, x.ent, ZINAR1
Reverse suggests: afex, assessor, autonomics, bamlss, brms, CNVRanger, comapr, compcodeR, DEGreport, DEScan2, DGEobj.utils, easyreporting, EnrichmentBrowser, fitteR, glmGamPoi, hermes, HTqPCR, insight, iSEEde, ivygapSE, lme4, MatrixQCvis, multIntTestFunc, muscat, plm, polyCub, qPLEXanalyzer, qPLEXdata, RVAideMemoire, Single.mTEC.Transcriptomes, sparrow, SparseGrid, speckle, spmodel, SSN2, SubTS, topconfects, tweedie, variancePartition, vbmp

Linking:

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