R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
VGAM
View on CRAN: Click
here
Download and install VGAM package within the R console
Install from CRAN:
install.packages("VGAM")
Install from Github:
library("remotes")
install_github("cran/VGAM")
Install by package version:
library("remotes")
install_version("VGAM", "1.1-13")
Attach the package and use:
library("VGAM")
Maintained by
Thomas Yee
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
VGAMextra . VGAMdata . 10.32614/CRAN.package.VGAM . https://www.stat.auckland.ac.nz/~yee/VGAM/ . VGAM citation info . VGAM results . VGAM.pdf . VGAM_1.1-13.tar.gz . VGAM_1.1-13.zip . VGAM_1.1-13.zip . VGAM_1.1-13.zip . VGAM_1.1-13.tgz . VGAM_1.1-13.tgz . VGAM_1.1-13.tgz . VGAM_1.1-13.tgz . VGAM_1.1-13.tgz . VGAM_1.1-13.tgz . VGAM archive . svyVGAM . VGAMdata . VGAMextra . https://CRAN.R-project.org/package=VGAM .
First Published: 2006-10-24
Latest Update: 2023-03-09
Description:
An implementation of about 6 major classes of statistical regression models. The central algorithm is Fisher scoring and iterative reweighted least squares. At the heart of this package are the vector generalized linear and additive model (VGLM/VGAM) classes. VGLMs can be loosely thought of as multivariate GLMs. VGAMs are data-driven VGLMs that use smoothing. The book "Vector Generalized Linear and Additive Models: With an Implementation in R" (Yee, 2015) <doi:10.1007/978-1-4939-2818-7> gives details of the statistical framework and the package. Currently only fixed-effects models are implemented. Many (100+) models and distributions are estimated by maximum likelihood estimation (MLE) or penalized MLE. The other classes are RR-VGLMs (reduced-rank VGLMs), quadratic RR-VGLMs, doubly constrained RR-VGLMs, quadratic RR-VGLMs, reduced-rank VGAMs, RCIMs (row-column interaction models)—these classes perform constrained and unconstrained quadratic ordination (CQO/UQO) models in ecology, as well as constrained additive ordination (CAO). Hauck-Donner effect detection is implemented. Note that these functions are subject to change; see the NEWS and ChangeLog files for latest changes.
How to cite:
Thomas Yee (2006). VGAM: Vector Generalized Linear and Additive Models. R package version 1.1-13, https://cran.r-project.org/web/packages/VGAM. Accessed 10 Apr. 2025.
Previous versions and publish date:
0.7-1 (2006-10-24 10:48), 0.7-2 (2006-12-20 12:42), 0.7-3 (2007-05-01 21:03), 0.7-4 (2007-10-01 12:15), 0.7-5 (2007-11-30 10:05), 0.7-6 (2008-03-21 20:25), 0.7-7 (2008-05-14 10:16), 0.7-8 (2009-02-05 10:15), 0.7-9 (2009-06-16 15:11), 0.7-10 (2010-01-05 12:55), 0.8-1 (2010-06-22 10:30), 0.8-2 (2011-02-09 11:11), 0.8-3 (2011-06-17 10:35), 0.8-4.1 (2012-02-18 10:31), 0.8-4 (2011-11-04 08:32), 0.8-5 (2012-02-22 11:00), 0.8-6 (2012-02-27 07:46), 0.8-7 (2012-04-13 12:59), 0.9-0 (2012-09-01 07:55), 0.9-1 (2013-04-27 09:03), 0.9-2 (2013-09-20 12:38), 0.9-3 (2013-11-11 10:44), 0.9-4 (2014-05-28 18:10), 0.9-5 (2014-11-06 01:02), 0.9-6 (2014-12-08 08:23), 0.9-7 (2015-03-06 10:39), 0.9-8 (2015-05-11 11:15), 1.0-0 (2015-10-29 08:29), 1.0-1 (2016-03-15 10:51), 1.0-2 (2016-05-27 18:08), 1.0-3 (2017-01-11 09:00), 1.0-4 (2017-07-25 23:02), 1.0-5 (2018-02-07 17:18), 1.0-6 (2018-08-19 01:50), 1.1-1 (2019-02-18 11:50), 1.1-2 (2019-11-21 12:50), 1.1-3 (2020-04-28 14:20), 1.1-4 (2020-10-23 09:30), 1.1-5 (2021-01-14 07:20), 1.1-6 (2022-02-14 11:10), 1.1-7 (2022-07-06 11:50), 1.1-8 (2023-03-09 15:40), 1.1-9 (2023-09-19 07:00), 1.1-10 (2024-02-29 07:20), 1.1-11 (2024-05-15 12:40), 1.1-12 (2024-09-18 09:20)
Other packages that cited VGAM R package
View VGAM citation profile
Other R packages that VGAM depends,
imports, suggests or enhances
Complete documentation for VGAM
Functions, R codes and Examples using
the VGAM R package
Some associated functions: A1A2A3 . AA.Aa.aa . AB.Ab.aB.ab . ABO . AICvlm . AR1 . AR1EIM . AR1UC . BICvlm . Coef . Coef.qrrvglm-class . Coef.qrrvglm . Coef.rrvglm-class . Coef.rrvglm . Coef.vlm . CommonVGAMffArguments . Huggins89.t1 . Influence . Inv.gaussian . KLDvglm . Links . MNSs . Max . Opt . ParetoUC . QvarUC . R2latvar . Rank . Rcim . SURff . Select . SurvS4-class . SurvS4 . TICvlm . Tol . Trunc . UtilitiesVGAM . V1 . V2 . VGAM-package . acat . alaplace3 . alaplaceUC . alteredvglm . amlbinomial . amlexponential . amlnormal . amlpoisson . anovavglm . auuc . auxposbernoulli.t . backPain . beggs . bell . benfUC . benini . beniniUC . betaII . betaR . betabinomUC . betabinomial . betabinomialff . betaff . betageomUC . betageometric . betanormUC . betaprime . biamhcop . biamhcopUC . biclaytoncop . biclaytoncopUC . bifgmcop . bifgmcopUC . bifgmexp . bifrankcop . bifrankcopUC . bigamma.mckay . bigumbelIexp . bilogisUC . bilogistic . binom2.or . binom2.orUC . binom2.rho . binom2.rhoUC . binomialff . binormal . binormalUC . binormalcop . binormcopUC . biplackettcop . biplackettcopUC . biplot-methods . bisa . bisaUC . bistudentt . bistudenttUC . bmi.nz . borel.tanner . bortUC . brat . bratUC . bratt . calibrate-methods . calibrate . calibrate.qrrvglm.control . calibrate.qrrvglm . calibrate.rrvglm.control . calibrate.rrvglm . cao.control . cao . cardUC . cardioid . cauchitlink . cauchy . cdf.lmscreg . cens.gumbel . cens.normal . cens.poisson . cfibrosis . cgo . chest.nz . chinese.nz . chisq . clo . clogloglink . coalminers . coefvgam . coefvlm . concoef-methods . concoef . confintvglm . constraints . corbet . cqo . crashes . cratio . cumulative . dagum . dagumUC . deermice . deplot.lmscreg . depvar . df.residual . dgaitdplot . diffzeta . diffzetaUC . dirichlet . dirmul.old . dirmultinomial . double.cens.normal . double.expbinomial . drop1 . ducklings . eCDF . eexpUC . enormUC . enzyme . erf . erlang . eunifUC . expexpff . expexpff1 . expgeometric . expgeometricUC . expint3 . explink . explogUC . explogff . exponential . exppoisson . exppoissonUC . extlogF.UC . extlogF1 . familyname . felix . felixUC . fff . fill1 . finney44 . fisherzlink . fisk . fiskUC . fittedvlm . fix.crossing . flourbeetle . foldnormUC . foldnormal . foldsqrtlink . formulavlm . frechet . frechetUC . freund61 . gaitdbinomUC . gaitdlog . gaitdlogUC . gaitdnbinomUC . gaitdnbinomial . gaitdpoisUC . gaitdpoisson . gaitdzeta . gaitzetaUC . gamma1 . gamma2 . gammaR . gammahyperbola . garma . genbetaII . genbetaIIUC . gengamma . gengammaUC . genpois0UC . genpois1UC . genpoisson0 . genpoisson1 . genpoisson2 . genrayleigh . genrayleighUC . geometric . get.smart . get.smart.prediction . gev . gevUC . gew . goffset . gompertz . gompertzUC . gordlink . gpd . gpdUC . grain.us . grc . gumbel . gumbelII . gumbelIIUC . gumbelUC . guplot . has.intercept . hatvalues . hdeff . hdeffsev . hormone . hspider . huber . huberUC . hunua . hyperg . hypersecant . hzeta . hzetaUC . iam . identitylink . inv.binomial . inv.gaussianff . inv.lomax . inv.lomaxUC . inv.paralogistic . inv.paralogisticUC . is.buggy . is.crossing . is.parallel . is.smart . is.zero . kendall.tau . kumar . kumarUC . lakeO . lambertW . laplace . laplaceUC . latvar . leipnik . lerch . leukemia . levy . lgammaUC . lgammaff . lindUC . lindley . linkfunvlm . lino . linoUC . lirat . lms.bcg . lms.bcn . lms.yjn . log1mexp . logF.UC . logF . logLikvlm . logUC . logclink . logff . logistic . logitlink . logitoffsetlink . loglapUC . loglaplace . loglinb2 . loglinb3 . loglink . logloglink . lognormal . logofflink . lomax . lomaxUC . lpossums . lqnorm . lrt.stat . lrtest . lvplot . lvplot.qrrvglm . lvplot.rrvglm . machinists . makeham . makehamUC . margeff . marital.nz . maxwell . maxwellUC . mccullagh89 . meangaitd . melbmaxtemp . meplot . micmen . mills.ratio . mix2exp . mix2normal . mix2poisson . model.framevlm . model.matrixqrrvglm . model.matrixvlm . moffset . multilogitlink . multinomial . nakagami . nakagamiUC . nbcanlink . nbordlink . negbinomial . negbinomial.size . normal.vcm . notdocumentedyet . nparamvglm . olym . ordpoisson . ordsup . oxtemp . paralogistic . paralogisticUC . paretoIV . paretoIVUC . paretoff . perks . perksUC . persp.qrrvglm . pgamma.deriv . pgamma.deriv.unscaled . plotdeplot.lmscreg . plotdgaitd . plotqrrvglm . plotqtplot.lmscreg . plotrcim0 . plotvgam.control . plotvgam . plotvglm . pneumo . poisson.points . poisson.pointsUC . poissonff . polonoUC . pordlink . posbernUC . posbernoulli.b . posbernoulli.t . posbernoulli.tb . posbinomial . posgeomUC . posnegbinomial . posnormUC . posnormal . pospoisson . powerlink . prats . predictqrrvglm . predictvglm . prentice74 . prinia . probitlink . profilevglm . propodds . prplot . put.smart . qrrvglm.control . qtplot.gumbel . qtplot.lmscreg . qvar . rayleigh . rayleighUC . rcqo . rdiric . rec.exp1 . rec.normal . reciprocallink . residualsvglm . rhobitlink . riceUC . riceff . rigff . rlplot.gevff . rootogram4vglm . round2 . rrar . rrvglm-class . rrvglm.control . rrvglm . rrvglm.optim.control . ruge . s . sc.studentt2 . sc.t2UC . score.stat . seglines . seq2binomial . setup.smart . simplex . simplexUC . simulate.vlm . sinmad . sinmadUC . skellam . skellamUC . skewnormUC . skewnormal . slash . slashUC . sm.os . sm.ps . smart.expression . smart.mode.is . smartpred . specialsvglm . spikeplot . sratio . step4vglm . studentt . summarypvgam . summaryvgam . summaryvglm . tobit . tobitUC . topple . toppleUC . toxop . triangle . triangleUC . trim.constraints . trinormal . trinormalUC . trplot . trplot.qrrvglm . truncparetoUC . truncweibull . ucberk . undocumented-methods . uninormal . vcovvlm . venice . vgam-class . vgam.control . vgam . vglm-class . vglm.control . vglm . vglmff-class . vonmises . vplot.profile . vsmooth.spline . waitakere . wald.stat . waldff . weibull.mean . weibullR . weightsvglm . wine . wrapup.smart . yeo.johnson . yulesimon . yulesimonUC . zabinomUC . zabinomial . zageomUC . zageometric . zanegbinUC . zanegbinomial . zapoisUC . zapoisson . zero . zeta . zetaUC . zetaff . zibinomUC . zibinomial . zigeomUC . zigeometric . zinegbinUC . zinegbinomial . zipebcom . zipf . zipfUC . zipfmbUC . zipoisUC . zipoisson . zoabetaR . zoabetaUC .
Some associated R codes: Links.R . Linksold.R . attrassign.R . calibrate.R . cao.R . confint.vlm.R . cqo.R . family.actuary.R . family.aunivariate.R . family.basics.R . family.binomial.R . family.bivariate.R . family.categorical.R . family.censored.R . family.circular.R . family.exp.R . family.extremes.R . family.functions.R . family.gait0.R . family.gaitd.R . family.genetic.R . family.glmgam.R . family.loglin.R . family.maths.R . family.mixture.R . family.nbd.R . family.nonlinear.R . family.normal.R . family.oneinf.R . family.others.R . family.positive.R . family.qreg.R . family.rcim.R . family.rcqo.R . family.robust.R . family.rrr.R . family.sur.R . family.survival.R . family.ts.R . family.univariate.R . family.vglm.R . family.zeroinf.R . fittedvlm.R . getxvlmaug.R . hdeff.R . lrp.R . lrwaldtest.R . nobs.R . plot.vgam.R . plot.vglm.R . profilevglm.R . psv2magic.R . rootogram4.vglm.R . rootogramsubset.R . rrvglm.R . simulate.vglm.R . sm.os.R . sm.ps.R . smart.R . step4.vglm.R . vcov.pvgam.R . vgam.R . vglm.R . vlm.R . wald0.R . Full VGAM package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
ecochange
Essential Biodiversity Variables (EBV) are state variables with dimensions on time, space, and biolo ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Wilson Lara Henao (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
GRNNs
This General Regression Neural Networks Package uses various distance functions.
It was motivated b ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Shufeng LI (view profile)
webglobe
Displays geospatial data on an interactive 3D globe in the web browser. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Richard Barnes (view profile)
xtermStyle
Can be used for coloring output in terminals.
It was developed for the standard Ubuntu terminal but ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Christofer Backlin (view profile)
txtq
This queue is a data structure that lets parallel processes send and receive messages, and it can he ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: William Michael Landau (view profile)
24,012
R Packages
207,311
Dependencies
64,867
Author Associations
24,013
Publication Badges
