VGAM: Vector Generalized Linear and Additive Models

This package fits many (150+) models and distributions by maximum likelihood estimation (MLE) or penalized MLE, using Fisher scoring. This is done via the vector generalized linear and additive model (VGLM/VGAM) classes and associated models (reduced-rank VGLMs, quadratic RR-VGLMs, reduced-rank VGAMs, row-column interaction models). These are abbreviated RR-VGLMs, QRR-VGLMs, RR-VGAMs and RCIMs. These include constrained and unconstrained quadratic ordination (CQO/UQO) models in ecology as well as constrained additive ordination (CAO).

Version: 0.9-4
Depends: R (≥ 3.0.0), methods, stats, splines, stats4
Suggests: VGAMdata, MASS
Published: 2014-05-28
Author: Thomas W. Yee
Maintainer: Thomas Yee <t.yee at auckland.ac.nz>
License: GPL-2
URL: http://www.stat.auckland.ac.nz/~yee/VGAM
NeedsCompilation: yes
Citation: VGAM citation info
Materials: NEWS
In views: Distributions, Econometrics, Environmetrics, Multivariate, Psychometrics, Survival
CRAN checks: VGAM results

Downloads:

Reference manual: VGAM.pdf
Package source: VGAM_0.9-4.tar.gz
Windows binaries: r-devel: VGAM_0.9-4.zip, r-release: VGAM_0.9-4.zip, r-oldrel: VGAM_0.9-4.zip
OS X Snow Leopard binaries: r-release: VGAM_0.9-4.tgz, r-oldrel: VGAM_0.9-4.tgz
OS X Mavericks binaries: r-release: VGAM_0.9-4.tgz
Old sources: VGAM archive

Reverse dependencies:

Reverse depends: Bayesthresh, BSquare, EffectStars, ExomeDepth, GEVcdn, iteRates, lawstat, MiClip, multgee, ordBTL, pheno2geno, prob, ZeligChoice
Reverse imports: cg, HiDimMaxStable, list, lllcrc, lymphclon, poweRlaw, sads, SemiParBIVProbit
Reverse suggests: AICcmodavg, catdata, cubfits, isdals, mediation, mnlogit, modeest, MXM, partDSA, sampleSelection, vcdExtra, VGAMdata