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.


Reference manual

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install.packages("statmod")

1.5.2 by Gordon Smyth, 5 months ago


Browse source code at https://github.com/cran/statmod


Authors: Gordon Smyth [cre, aut] , Lizhong Chen [aut] , Yifang Hu [ctb] , Peter Dunn [ctb] , Belinda Phipson [ctb] , Yunshun Chen [ctb]


Documentation:   PDF Manual  


GPL-2 | GPL-3 license


Imports stats, graphics

Suggests MASS, tweedie


Imported by BoundIRT, ChainLadder, CondCopulas, DIscBIO, DiscreteDLM, Distributacalcul, FER, FESta, FRK, FastJM, GPCMlasso, GUniFrac, GlmSimulatoR, HZIP, Hmsc, IBLM, JointFPM, LRTesteR, MAnorm2, MGDrivE2, MJMbamlss, MicrobiomeStat, MultOrdRS, NetRep, PJFM, PanelCount, PanelSelect, PredPsych, QUALYPSO, RBesT, RISCA, RTMBdist, SNSequate, UPCM, ZINAR1, abglasso, actuaRE, bbreg, bfbin2arm, bin2norm, boxcoxmix, bplsr, brglm2, cgam, ciuupi, ciuupi2, conf, cplm, ctmm, cuRe, curesurv, deltaccd, dglm, dsm, dwp, endogeneity, energyGOF, equateIRT, equateMultiple, expertsurv, flexCWM, flexrsurv, flexsurv, frailtypack, glmtoolbox, gmvjoint, gofedf, greybox, irtQ, irtbem2pl, jmdem, joineR, lacm, lmeresampler, marp, mexhaz, mig, mixpoissonreg, multimark, mvQuad, mvabund, nlmm, npmlreg, penalizedSVM, pglm, plink, proclhmm, promor, qgg, regDIF, rlcv, robnptests, roundr, smooth, survPen, transmdl, tweedie, vasicekreg, xhaz, yuima.

Depended on by CopulaGAMM, CopulaREMADA, Dimodal, FactorCopula, JMH, JSM, MSclassifR, MultisiteMediation, PCMRS, PCS, ZIBR, cond, csampling, diffIRT, marg, mixcat, nlreg, survsim.

Suggested by DAAG, DGEobj.utils, RVAideMemoire, SSN2, SeBR, SparseGrid, afex, assessor, bamlss, betareg, brms, cogmod, drmTMB, easyViz, ebrahim.gof, fastglm, fitteR, insight, lame, lme4, lsReg, multIntTestFunc, npreg, plm, polyCub, spmodel, tulpa, vws.


See at CRAN