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). Note that these functions are subject to change,
especially before version 1.0.0 is released; see the NEWS
file for latest changes.
| Version: |
0.9-5 |
| Depends: |
R (≥ 3.0.0), methods, stats, stats4, splines |
| Suggests: |
VGAMdata, MASS |
| Published: |
2014-11-06 |
| 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: |
AICcmodavg, cg, ExtDist, HiDimMaxStable, list, lllcrc, poweRlaw, sads, SemiParBIVProbit |
| Reverse suggests: |
catdata, cubfits, isdals, mediation, mnlogit, modeest, MXM, partDSA, sampleSelection, vcdExtra, VGAMdata |