A collection of algorithms and functions to aid statistical modeling. Includes growth curve comparisons, limiting dilution analysis (aka ELDA), mixed linear models, heteroscedastic regression, inverse-Gaussian probability calculations, Gauss quadrature and a secure convergence algorithm for nonlinear models. Includes advanced generalized linear model functions that implement secure convergence, dispersion modeling and Tweedie power-law families.
| Version: | 1.4.30 |
| Depends: | R (≥ 1.6.1) |
| Imports: | stats, graphics |
| Suggests: | MASS, tweedie |
| Published: | 2017-06-18 |
| 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 |
| Reference manual: | statmod.pdf |
| Package source: | statmod_1.4.30.tar.gz |
| Windows binaries: | r-devel: statmod_1.4.30.zip, r-release: statmod_1.4.30.zip, r-oldrel: statmod_1.4.30.zip |
| OS X binaries: | r-release: statmod_1.4.30.tgz, r-oldrel: statmod_1.4.30.tgz |
| Old sources: | statmod archive |
| Reverse depends: | cond, CopulaREMADA, csampling, dglm, diffIRT, GHQp, JointModel, JSM, lmeNB, marg, mcll, MultisiteMediation, multistate, MVR, nlreg, PCMRS, PCS, survsim |
| Reverse imports: | BayesianGLasso, Bclim, bgsmtr, boxcoxmix, ChainLadder, ciuupi, conf, cplm, equateIRT, equateMultiple, flexCWM, frailtypack, genBart, gllvm, glmBfp, GPCMlasso, hoa, jmdem, joineR, joineRmeta, lacm, LogisticDx, merlin, mexhaz, mlogit, multimark, mvabund, mvQuad, NetRep, npmlreg, PanelCount, penalizedSVM, pglm, planar, plink, PredPsych, R2STATS, ssrm.logmer, tcgsaseq, WeMix, x.ent |
| Reverse suggests: | brms, fitteR, frailtyEM, plm, polyCub, SparseGrid, tweedie |
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