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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:1.5.1
Depends:R (≥ 3.0.0)
Imports:stats, graphics
Suggests:MASS,tweedie
Published:2025-10-09
DOI:10.32614/CRAN.package.statmod
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.html ,statmod.pdf

Downloads:

Package source: statmod_1.5.1.tar.gz
Windows binaries: r-devel:statmod_1.5.1.zip, r-release:statmod_1.5.1.zip, r-oldrel:statmod_1.5.1.zip
macOS binaries: r-release (arm64):statmod_1.5.1.tgz, r-oldrel (arm64):statmod_1.5.1.tgz, r-release (x86_64):statmod_1.5.1.tgz, r-oldrel (x86_64):statmod_1.5.1.tgz
Old sources: statmod archive

Reverse dependencies:

Reverse depends:ChimpHumanBrainData,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,bgsmtr,bin2norm,boxcoxmix,bplsr,brglm2,cgam,ChainLadder,CIMPLE,ciuupi,ciuupi2,CondCopulas,conf,cplm,ctmm,cuRe,curesurv,dearseq,deltaccd,DEXSeq,dglm,DIscBIO,DiscreteDLM,Distributacalcul,dsm,dwp,endogeneity,energyGOF,equateIRT,equateMultiple,expertsurv,FER,flexCWM,flexrsurv,flexsurv,frailtypack,FRK,GlmSimulatoR,glmtoolbox,gmvjoint,gofedf,GPCMlasso,greybox,GUniFrac,HDJM,Hmsc,IBLM,irtQ,jmdem,joineR,JointFPM,lacm,limma,limpa,Linnorm,lmeresampler,LRTesteR,M3Drop,MAnorm2,mexhaz,MGDrivE2,MicrobiomeStat,mig,missMethyl,mixpoissonreg,MJMbamlss,mlogit,mpra,MSstats,multimark,MultOrdRS,mvabund,mvQuad,NetRep,nlmm,npmlreg,PanelCount,PanelSelect,penalizedSVM,pglm,PJFM,plink,PredPsych,proclhmm,promor,qgg,regDIF,RISCA,rlcv,robnptests,RTMBdist,scClassify,scran,shinyepico,SIMD,sincell,smooth,SNSequate,spatialLIBD,ssrm.logmer,survPen,TOP,transmdl,UPCM,VBJM,yuima,ZINAR1
Reverse suggests:afex,assessor,autonomics,bamlss,betareg,brms,CNVRanger,compcodeR,DAAG,DEGreport,DEScan2,DGEobj.utils,easyreporting,EnrichmentBrowser,fitteR,glmGamPoi,hermes,HTqPCR,insight,iSEEde,ivygapSE,jazzPanda,lme4,MatrixQCvis,multIntTestFunc,muscat,npreg,PepSetTest,plm,polyCub,qPLEXanalyzer,qPLEXdata,RVAideMemoire,SeBR,Single.mTEC.Transcriptomes,sparrow,SparseGrid,speckle,spmodel,SSN2,SubTS,topconfects,tweedie,variancePartition,vbmp,vws

Linking:

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