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:
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 |