R Observatory: Metrics for VGAM version 1.1-14

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

VGAM

1.1-14Package record

Vector Generalized Linear and Additive Models

105packages dependsuggested by 57

551.3Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Thomas YeeCRAN page ↗Website ↗

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.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("VGAM", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-vgam

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-VGAM

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-VGAM

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 15.4 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK12 OK2026-04-25

Show 1 earlier changeHide 1 earlier change

NOTE11 OK, 3 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.1-14

READMENoVignettesNoNEWSYes · 0% structuredCitation fileYes · cites a publicationWebsiteYes

Cites a JSS article

Help pages: 535 (2 internal)includes a package overview page
Examples that run: 67%351 run in a plain check · 176 never run
Exported functions with examples: 99%
Documented parameters: 50%
Return-value docs: 99%
Help pages citing references: 87%

Also includes 6 demo scripts (run with demo())

How these are measured

Downloads

551.3K

CRAN downloads in the past year

Rank #553 · ~1.5K/day · ~45.9K/mo

Releases R versions

Daily download trend is not available in this view yet.

41.2K30 days

123.9K90 days

551.3K1 year

Compare downloads with other packages →

Also on8.1K r2u5 autocran27.7K conda_forge384 c2d4u

How downloads are counted

Dependencies

Declared dependencies

1 external dependency (excludes base and recommended)

Installing VGAM adds no packages beyond those that come with R.

Depends (5)

R >= 4.1.0methodsstatsstats4splines

Imports (0)

none

LinkingTo (0)

none

Suggests (3)

VGAMextraMASSmgcv

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

105direct

56indirect

Depends 10 · Imports 95

Suggested by 57

Show the 48 most downloaded dependentsHide the 48 most downloaded dependents

Depends, Imports or LinkingTo, most downloaded first

and 57 more dependents and 57 packages that suggest it on CRAN ↗

How these are counted

Code & Tests

Datasets

People & History

People (2)

Thomas Yee

Author, Maintainer · added in 1.1-2

Cleve Moler

Contributor · added in 1.1-2

LINPACK routines in src

Maintainer since 0.7-1 (2006)

Listed in earlier versions (1)

Thomas W. Yee

no longer listed · 0.7-1 to 1.1-1

Releases (68)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
R
R 3.2.0 released · 2015-04-16
R
R 3.1.0 released · 2014-04-10
3.0.3Latest
record
2013-11-11 · current release · diff ↗
3.0.2
record
2013-09-20 · diff ↗
3.0.1
record
2013-04-27 · diff ↗

Show 78 earlier eventsHide 78 earlier events

R
R 3.0.0 released · 2013-04-03
2.15.2
record
2012-09-01 · diff ↗
2.15.1
record
2012-04-13 · diff ↗
R
R 2.15.0 released · 2012-03-30
2.14.2
record
2012-02-27 · diff ↗
2.14.1
record
2011-11-04 · diff ↗
R
R 2.14.0 released · 2011-10-31
2.13.1
record
2011-06-17 · diff ↗
R
R 2.13.0 released · 2011-04-13
2.12.2
record
2011-02-09 · diff ↗
R
R 2.12.0 released · 2010-10-15
2.12.0
record
2010-06-22 · diff ↗
R
R 2.11.0 released · 2010-04-22
2.11.0
record
2010-01-05 · diff ↗
R
R 2.10.0 released · 2009-10-26
2.10.0
record
2009-06-15 · diff ↗ ·
removed 10 exports
lv.Coef.cao, summary.lms, summary.rc.exponential, dalaplace, palaplace, qalaplace, ralaplace, betaffqn, scumulative, alsqreg

added 33 exports
Build.terms.vlm, case.namesvlm, variable.namesvlm, AICqrrvglm, formulavlm, formulaNA.VGAM, dalap, palap, qalap, ralap, dloglap, ploglap, qloglap, rloglap, loglaplace1.control, loglaplace1, dlogitlap, plogitlap, qlogitlap, rlogitlap, logitlaplace1.control, logitlaplace1, dprobitlap, pprobitlap, qprobitlap, rprobitlap, dclogloglap, pclogloglap, qclogloglap, rclogloglap and 3 more
R
R 2.9.0 released · 2009-04-17
2.9.0
record
2009-02-05 · diff ↗
R
R 2.8.0 released · 2008-10-20
2.7.1
record
2008-05-14 · diff ↗
R
R 2.7.0 released · 2008-04-22
2.7.0
record
2008-03-17 · diff ↗
2.6.2
record
2007-11-30 · diff ↗
R
R 2.6.0 released · 2007-10-03
2.6.0
record
2007-10-01 · diff ↗
2.5.1
record
2007-04-30 · diff ↗
R
R 2.5.0 released · 2007-04-24
2.5.0
record
2006-12-20 · diff ↗
2.4.1
record
2006-10-24 · diff ↗
1.1-14
record
2025-12-04 · diff ↗ ·
removed 23 exports
multilogit, cloglog, cauchit, extlogit, fisherz, logc, loge, logneg, logit, logoff, negreciprocal, probit, reciprocal, rhobit, golf, polf, nbolf, nbolf2, Cut, foldsqrt, negloge, negidentity, loglog

added 24 exports
copsd, copsdvglm, copsd3, copsd3.default, copsd3.glm, wsdm3, wsdm3.default, wsdm3.glm, dcard2, pcard2, qcard2, rcard2, cardioid2, loglinb4, dposnegbin2, prob.munb.size.VGAM2, b3hfun, acat.deriv, model.frame.vlm, summary.vglm, cops3, cops3.default, cops3.glm, copsvglmb
1.1-13
record
2025-02-12 · diff ↗ ·
added 11 exports
niters.vlm, dpospois2, wsdm, printCoefmatt, binom3.or.control, process.binomial3.data.VGAM, binom3.or, dbinom3.or, rbinom3.or, betabinomial.rho, hdeffsev0
1.1-12
record
2024-09-18 · diff ↗ ·
removed 31 exports
triangle, dalap, palap, qalap, ralap, alaplace1.control, alaplace2.control, alaplace3.control, alaplace1, alaplace2, alaplace3, dloglap, ploglap, qloglap, rloglap, loglaplace1.control, loglaplace1, dlogitlap, plogitlap, qlogitlap, rlogitlap, logitlaplace1.control, logitlaplace1, dprobitlap, pprobitlap, qprobitlap, rprobitlap, dclogloglap, pclogloglap, qclogloglap and 1 more

added 2 exports
DDfun, hdeffsev2
1.1-11
record
2024-05-15 · diff ↗ ·
added 20 exports
N1binomial, dN1binom, rN1binom, N1poisson, dN1pois, rN1pois, eimjk.N1b, eimjk.N1p, pfun.N1b, Qfun.N1b, pfun.N1p, Qfun.N1p, GHfun, ridargs.rrvglm.control, unmaskA, is.Identity, rm0cols, simslotVGAMcat, nparam.drrvglm, AICdrrvglm
1.1-10
record
2024-02-29 · diff ↗ ·
removed 9 exports
CM.symmetric1, CM.symmetric0, CM.equidistant, gordlink, pordlink, nbordlink, nbord2link, expected.betabin.ab, valt.control

added 31 exports
eimij.ebbinom, ned2l.ebbinom, log1plink, extbetabinomial, dextbetabinom, pextbetabinom, qextbetabinom, rextbetabinom, dgensh, pgensh, qgensh, rgensh, gensh, cloglink, vcovdrrvglm, CM.free, CM.ones, CM.qnorm, CM.qlogis, lcalogitlink, lcsloglink, Coef.drrvglm, asinlink, alogitlink, sqrtlink, sloglink, CM.symm1, CM.symm0, CM.equid, Ebbin.ab and 1 more
1.1-9
record
2023-09-19 · diff ↗ ·
removed 2 exports
CMs.equidistant, bigamma.mckay

added 9 exports
cops, copsvglm, hurea, dhurea, CM.symmetric1, CM.symmetric0, dgamma.mm, CM.equidistant, gammaff.mm
1.1-8
record
2023-03-09 · diff ↗ ·
added 1 export
CMs.equidistant
1.1-7
record
2022-07-06 · diff ↗ ·
removed 1 export
fill

added 1 export
fill4
1.1-6
record
2022-02-14 · diff ↗ ·
removed 44 exports
meangait, dgaitplot, plotdgait, plotdgait.vglm, gaitpoisson, gaitlog, gaitzeta, dgaitbinom, pgaitbinom, qgaitbinom, rgaitbinom, dgaitnbinom, pgaitnbinom, qgaitnbinom, rgaitnbinom, gait.errorcheck, moments.gaitcombo, moments.gaitcombo.pois, moments.gaitcombo.log, moments.gaitcombo.zeta, dgaitzeta, pgaitzeta, qgaitzeta, rgaitzeta, dgaitpois, pgaitpois, qgaitpois, rgaitpois, dgaitlog, pgaitlog and 14 more

added 59 exports
moments.gaitdcombo.binom, goffset, gaitdnbinomial.control, gaitdpoisson.control, gaitdlog.control, gaitdzeta.control, Pheapseep, KLDvglm, gaitdnbinomial, cm3gaitd, moments.gaitdcombo.2par, moments.gaitdcombo.nbinom, get.indices.gaitd, pd.damlm, amazon.col, avocado.col, indigo.col, iris.col, turquoise.col, dirt.col, deer.col, desire.col, peach.col, azure.col, asparagus.col, artichoke.col, meangaitd, dgaitdplot, plotdgaitd, plotdgaitd.vglm and 29 more
1.1-5
record
2021-01-14 · diff ↗ ·
removed 9 exports
bellff, dbell, rbell, yip88, tikuv, dtikuv, ptikuv, qtikuv, rtikuv

added 3 exports
spikeplot, trim.constraints, meangait
1.1-4
record
2020-10-23 · diff ↗ ·
removed 99 exports
gaitzeta.mix, gaitpoisson.mix, gaitlog.mix, y.gait.check, gaitpoisson.mlm, gatnbinomial.mix, moments.nbin.gait, moments.pois.gait, dgaitnbinom.mix, pgaitnbinom.mix, rgaitnbinom.mix, gatnbinomial.mlm, EIM.GATNB.speciald, GATNB.deriv012, semigait.errorcheck, dgaitnbinom.mlm, pgaitnbinom.mlm, qgaitnbinom.mlm, rgaitnbinom.mlm, dgaitbinom.mlm, pgaitbinom.mlm, qgaitbinom.mlm, rgaitbinom.mlm, gabinomial.mlm, gtbinomial, prob.munb.size.VGAM, doazeta, poazeta, qoazeta, roazeta and 69 more

added 40 exports
Trunc, dgaitplot, plotdgait, plotdgait.vglm, round2, gaitpoisson, gaitlog, gaitzeta, dgaitbinom, pgaitbinom, qgaitbinom, rgaitbinom, dgaitnbinom, pgaitnbinom, qgaitnbinom, rgaitnbinom, gait.errorcheck, genpoisson1, genpoisson2, dgenpois0, pgenpois0, qgenpois0, rgenpois0, dgenpois1, pgenpois1, qgenpois1, rgenpois1, dgenpois2, pgenpois2, qgenpois2 and 10 more
1.1-3
record
2020-04-28 · diff ↗ ·
removed 11 exports
gatpoisson.mix, dgaitpois.mix, pgaitpois.mix, rgaitpois.mix, gait.errorcheck, gatpoisson.mlm, dgaitpois.mlm, pgaitpois.mlm, qgaitpois.mlm, rgaitpois.mlm, gipoisson.mlm

added 27 exports
eCDF, dextlogF, extlogF1, extlogF1.control, is.crossing, fix.crossing, dgaitzeta, pgaitzeta, qgaitzeta, rgaitzeta, gaitzeta.mix, dgaitpois, pgaitpois, qgaitpois, rgaitpois, gaitpoisson.mix, dgaitlog, pgaitlog, qgaitlog, rgaitlog, gaitlog.mix, specialsvglm, get.offset, get.offset.vglm, y.gait.check, gaitpoisson.mlm, semigait.errorcheck
1.1-2
record
2019-11-21 · diff ↗ ·
removed 22 exports
pgenapois, pgenipois, pgentpois, pgentbinom, dgenabinom, pgenabinom, rgenabinom, dgenibinom, pgenibinom, rgenibinom, dgenapois, rgenapois, genapoisson, dgenipois, rgenipois, genipoisson, dgentpois, rgentpois, gentpoisson, dgentbinom, rgentbinom, gentbinomial

added 48 exports
gatnbinomial.mix, moments.nbin.gait, moments.pois.gait, gatpoisson.mix, dgaitnbinom.mix, pgaitnbinom.mix, rgaitnbinom.mix, dgaitpois.mix, pgaitpois.mix, rgaitpois.mix, gatnbinomial.mlm, EIM.GATNB.speciald, GATNB.deriv012, gait.errorcheck, is.Numeric2, dgaitnbinom.mlm, pgaitnbinom.mlm, qgaitnbinom.mlm, rgaitnbinom.mlm, gatpoisson.mlm, dgaitpois.mlm, pgaitpois.mlm, qgaitpois.mlm, rgaitpois.mlm, dgaitbinom.mlm, pgaitbinom.mlm, qgaitbinom.mlm, rgaitbinom.mlm, dzipfmb, pzipfmb and 18 more
1.1-1
record
2019-02-18 · diff ↗ ·
added 53 exports
getarg, rainbow.sky, loglink, logneglink, logofflink, negidentitylink, logitlink, logloglink, clogloglink, reciprocallink, negloglink, probitlink, negreciprocallink, rhobitlink, fisherzlink, multilogitlink, foldsqrtlink, extlogitlink, logclink, cauchitlink, gordlink, pordlink, nbordlink, nbord2link, zeta.specials, stieltjes, loglogloglink, hdeffsev, seglines, pgenapois and 23 more
1.0-6
record
2018-08-19 · diff ↗ ·
removed 5 exports
gaussianff, model.matrix.qrrvglm, calibrate, quasibinomialff, quasipoissonff

added 15 exports
bell, bellff, dbell, rbell, fnumat2R, dtrinorm, rtrinorm, trinormal, car.relatives, attr.assign.x.vglm, ordsup, ordsup.vglm, R2latvar, mux5, model.matrixqrrvglm
1.0-5
record
2018-02-07 · diff ↗ ·
removed 2 exports
lrp, lrp.vglm

added 12 exports
wald.stat, wald.stat.vlm, score.stat, score.stat.vlm, lrt.stat, lrt.stat.vlm, mills.ratio, mills.ratio2, which.etas, which.xij, TIC, TICvlm
1.0-4
record
2017-07-25 · diff ↗ ·
added 13 exports
lrp, lrp.vglm, retain.col, d3theta.deta3, ghn100, ghw100, hdeff, hdeff.vglm, calibrate.rrvglm.control, calibrate.rrvglm, eijfun, trivial.constraints, dprentice74
1.0-3
record
2017-01-11 · diff ↗ ·
removed 2 exports
ps, Pen.psv

added 90 exports
sm.os, label.cols.y, prob.munb.size.VGAM, negbinomial.initialize.yj, mroot2, psint, psintpvgam, startstoppvgam, summarypvgam, show.summary.pvgam, df.residual_pvgam, endfpvgam, vcov.pvgam, show.pvgam, model.matrixpvgam, doazeta, poazeta, qoazeta, roazeta, oazeta, doapospois, poapospois, qoapospois, roapospois, oapospoisson, doalog, poalog, qoalog, roalog, oalog and 60 more
1.0-2
record
2016-05-27 · diff ↗ ·
removed 14 exports
pozibetabinom, pozibetabinom.ab, rozibetabinom, rozibetabinom.ab, dozibetabinom, dozibetabinom.ab, dozibeta, pozibeta, qozibeta, rozibeta, AR1.control, egumbel, rlplot.egev, egev

added 43 exports
doiposbinom, poiposbinom, qoiposbinom, roiposbinom, doipospois, poipospois, qoipospois, roipospois, oipospoisson, deflat.limit.oipospois, zoabetaR, ps, Pen.psv, psv2magic, checkwz, process.constraints, mux22, mux111, AR1EIM, AR1.gammas, pzoibetabinom, pzoibetabinom.ab, rzoibetabinom, rzoibetabinom.ab, dzoibetabinom, dzoibetabinom.ab, dzoabeta, pzoabeta, qzoabeta, rzoabeta and 13 more
1.0-1
record
2016-03-15 · diff ↗ ·
removed 1 export
vglm.vcategorical.control

added 30 exports
predictvglmS4VGAM, EIM.posNB.speciald, EIM.NB.speciald, EIM.posNB.specialp, EIM.NB.specialp, .min.criterion.VGAM, pozibetabinom, pozibetabinom.ab, rozibetabinom, rozibetabinom.ab, dozibetabinom, dozibetabinom.ab, Init.mu, log1mexp, dozibeta, pozibeta, qozibeta, rozibeta, logitoffsetlink, showvglmS4VGAM, showvgamS4VGAM, subsetarray3, tapplymat1, findFirstMethod, summaryvglmS4VGAM, showsummaryvglmS4VGAM, coefvgam, vglm.VGAMcategorical.control, margeffS4VGAM, cratio.derivs
1.0-0
record
2015-10-29 · diff ↗ ·
removed 1 export
posnormal.control

added 16 exports
as.char.expression, vcov.vlm, coef.vlm, formula.vlm, model.matrix.vlm, has.interceptvlm, term.namesvlm, responseNamevlm, confintvglm, confintrrvglm, confintvgam, interleave.cmat, dlms.bcn, qlms.bcn, termsvlm, weibull.mean
0.9-8
record
2015-05-11 · diff ↗ ·
removed 1 export
abbott

added 7 exports
dgenpois, AR1, dAR1, AR1.control, param.names, is.buggy.vlm, dgenbetaII
0.9-7
record
2015-03-06 · diff ↗ ·
removed 4 exports
family.name.vlm, family.name.vglmff, elogit, fsqrt

added 12 exports
nparam, nparam.vlm, nparam.vgam, nparam.rrvglm, nparam.qrrvglm, nparam.rrvgam, linkfun, linkfun.vglm, familyname.vlm, familyname.vglmff, extlogit, foldsqrt
0.9-6
record
2014-12-08 · diff ↗
0.9-5
record
2014-11-06 · diff ↗ ·
removed 93 exports
subsetc, mlogit, nvar.cao, m2avglm, my1, my2, amh, damh, pamh, ramh, frechet2, plackett, dplack, pplack, rplack, benini, morgenstern, fgm, dfgm, pfgm, rfgm, bigumbelI, cgumbel, cennormal1, double.cennormal, recnormal, recnormal.control, recexp1, cenrayleigh, expexp1 and 63 more

added 108 exports
expected.betabin.ab, grid.search, QR.Q, QR.R, subsetcol, multilogit, nvar.rrvgam, interleave.VGAM, valt.control, qvplot, cm.VGAM, cm.nointercept.VGAM, cm.zero.VGAM, sm.min1, sm.min2, biamhcop, dbiamhcop, pbiamhcop, rbiamhcop, frechet, biplackettcop, dbiplackcop, pbiplackcop, rbiplackcop, benini1, bifgmexp, bifgmcop, dbifgmcop, pbifgmcop, rbifgmcop and 78 more
0.9-4
record
2014-05-28 · diff ↗ ·
removed 6 exports
bs, ns, scale.default, poly, deviance.vglm, identity

added 19 exports
sm.bs, sm.ns, sm.scale.default, sm.poly, sm.scale, case.names, coef, coefficients, df.residual, fitted, fitted.values, formula, residuals, variable.names, weights, Select, subsetc, simulate.vlm, identitylink
0.9-3
record
2013-11-11 · diff ↗ ·
removed 10 exports
deviance.uqo, fitted.values.uqo, predict.uqo, show.summary.uqo, show.uqo, summary.uqo, Tol.Coef.uqo, Tol.uqo, uqo.control, uqo

added 5 exports
family.name.vlm, family.name.vglmff, logLik.qrrvglm, check.omit.constant, I.col
0.9-2
record
2013-09-20 · diff ↗ ·
removed 56 exports
aux.posbernoulli, posbern.aux, explogarithmic, dotFortran, dotC, bivgamma.mckay, frank, dfrank, pfrank, rfrank, gumbelIbiv, tpareto1, dtpareto, qtpareto, rtpareto, ptpareto, pareto1, fnormal1, dfnorm, pfnorm, qfnorm, rfnorm, dcennormal1, recnormal1, wald, dexpbinomial, ccoef.cao, ccoef.Coef.cao, ccoef.Coef.qrrvglm, ccoef.qrrvglm and 26 more

added 78 exports
BICvlm, dbiclaytoncop, rbiclaytoncop, biclaytoncop, bistudentt, dbistudentt, dbinormcop, pbinormcop, rbinormcop, binormalcop, kendall.tau, expint, expexpint, expint.E1, aux.posbernoulli.t, explogff, qvar, pbinorm, rbinorm, bigamma.mckay, bifrankcop, dbifrankcop, pbifrankcop, rbifrankcop, bigumbelI, log1pexp, truncpareto, dtruncpareto, qtruncpareto, rtruncpareto and 48 more
0.9-1
record
2013-04-27 · diff ↗ ·
removed 9 exports
confint_rrnb, confint_nb1, huggins91, dhuggins91, rhuggins91, rss.vgam, lv.Coef.qrrvglm, lv.qrrvglm, huber

added 28 exports
pgamma.deriv, pgamma.deriv.unscaled, truncweibull, binom2.rho.ss, arwz2wz, Confint.rrnb, Confint.nb1, posbernoulli.b, posbernoulli.t, posbernoulli.tb, aux.posbernoulli, N.hat.posbernoulli, dposbern, rposbern, posbern.aux, ResSS.vgam, care.exp, latvar.Coef.qrrvglm, latvar.qrrvglm, Rank, Rank.rrvglm, Rank.qrrvglm, Rank.cao, vlm2lm.model.matrix, truncgeometric, latvar, huber2, SUR
0.9-0
record
2012-09-01 · diff ↗ ·
removed 6 exports
nvar.rcam, Rcam, plotrcam0, rcam, summaryrcam, beta4

added 39 exports
link2list, mlogit, perks, dperks, pperks, qperks, rperks, gumbelII, dgumbelII, pgumbelII, qgumbelII, rgumbelII, makeham, dmakeham, pmakeham, qmakeham, rmakeham, gompertz, dgompertz, pgompertz, qgompertz, rgompertz, lindley, dlind, plind, rlind, w.wz.merge, w.y.check, vweighted.mean.default, is.parallel.matrix and 9 more
0.8-7
record
2012-04-13 · diff ↗ ·
removed 1 export
df.residual.vlm

added 9 exports
npred, npred.vlm, hatvalues, hatvaluesvlm, dfbeta, dfbetavlm, hatplot, hatplot.vlm, df.residual_vlm
0.8-6
record
2012-02-27 · diff ↗
0.8-5
record
2012-02-22 · diff ↗ ·
removed 2 exports
family.vglm, print.SurvS4

added 43 exports
VGAMenv, lrtest, lrtest_vglm, update_default, update_formula, plota21, is.empty.list, show.Coef.cao, show.Coef.qrrvglm, show.Coef.rrvglm, show.rrvglm, show.summary.cao, show.summary.qrrvglm, show.summary.rrvglm, show.summary.uqo, show.summary.vgam, show.summary.vglm, show.summary.vlm, show.uqo, show.vanova, show.vgam, show.vglm, show.vlm, show.vglmff, show.vsmooth.spline, show.SurvS4, vcovvlm, negbinomial.size, nbcanlink, dposgeom and 13 more
0.8-4.1
record
2012-02-18 · diff ↗
0.8-4
record
2011-11-04 · diff ↗ ·
removed 11 exports
betabin.ab, dbetabin, pbetabin, rbetabin, dbetabin.ab, pbetabin.ab, rbetabin.ab, fitted.vlm, predict.qrrvglm, predict.vglm, persp.qrrvglm

added 33 exports
nvar, nvar.vlm, nvar.vgam, nvar.rrvglm, nvar.qrrvglm, nvar.cao, nvar.rcam, nobs.vlm, plotqvar, Qvar, depvar, depvar.vlm, put.caption, abbott, betabinomial.ab, dbetabinom, pbetabinom, rbetabinom, dbetabinom.ab, pbetabinom.ab, rbetabinom.ab, explink, fittedvlm, predictqrrvglm, predictvglm, ppolono, huber1, perspqrrvglm, dzigeom, pzigeom and 3 more
0.8-3
record
2011-06-17 · diff ↗ ·
removed 4 exports
frechet3, cnormal1, dcnormal1, crayleigh

added 24 exports
huggins91, dhuggins91, rhuggins91, exppoisson, dexppois, pexppois, qexppois, rexppois, explogarithmic, dexplog, pexplog, qexplog, rexplog, dbinorm, binormal, cennormal1, dcennormal1, cenrayleigh, vglm.fit, polya, dtobit, ptobit, qtobit, rtobit
0.8-2
record
2011-02-09 · diff ↗ ·
added 40 exports
confint_rrnb, confint_nb1, vcovrrvglm, expgeometric, dexpgeom, pexpgeom, qexpgeom, rexpgeom, genrayleigh, dgenray, pgenray, qgenray, rgenray, Rcam, plotrcam0, rcam, summaryrcam, moffset, lambertW, negzero.expression, alaplace2.control, alaplace3.control, binom2.Rho, huber, dhuber, edhuber, phuber, qhuber, rhuber, koenker and 10 more
0.8-1
record
2010-06-22 · diff ↗ ·
removed 6 exports
mckaygamma2, ggamma, dggamma, pggamma, qggamma, rggamma

added 21 exports
bivgamma.mckay, explot.lms.bcn, gengamma, dgengamma, pgengamma, qgengamma, rgengamma, deunif, peunif, qeunif, reunif, denorm, penorm, qenorm, renorm, deexp, peexp, qeexp, reexp, dsimplex, rsimplex
0.7-10
record
2010-01-05 · diff ↗ ·
removed 1 export
Surv

added 8 exports
SurvS4, dbetanorm, pbetanorm, qbetanorm, rbetanorm, propodds, prplot, prplot.control
0.7-9
record
2009-06-16 · diff ↗
0.7-8
record
2009-02-05 · diff ↗ ·
removed 4 exports
dzinb, pzinb, qzinb, rzinb

added 30 exports
AICvlm, AICvgam, AICrrvglm, alaplace1.control, dbinom2.rho, rbinom2.rho, dbenf, pbenf, qbenf, rbenf, dposnegbin, pposnegbin, qposnegbin, dzanegbin, pzanegbin, qzanegbin, rzanegbin, dzapois, pzapois, qzapois, rzapois, dzinegbin, pzinegbin, qzinegbin, rzinegbin, DeLury, wffc.P1, wffc.P1star, wffc.P2, wffc.P2star
0.7-7
record
2008-05-14 · diff ↗ ·
added 3 exports
zipebcom, dbinom2.or, rbinom2.or
0.7-6
record
2008-03-21 · diff ↗ ·
added 23 exports
amh, damh, pamh, ramh, lqnorm, mbinomial, dalaplace, palaplace, qalaplace, ralaplace, alaplace1, alaplace2, alaplace3, scumulative, amlbinomial, amlexponential, amlpoisson, Wr1, Wr2, slash, dslash, pslash, rslash
0.7-5
record
2007-11-30 · diff ↗ ·
added 53 exports
plackett, dplack, pplack, rplack, dfgm, pfgm, rfgm, fnormal1, dfnorm, pfnorm, qfnorm, rfnorm, drice, rrice, riceff, dskellam, rskellam, skellam, dbort, rbort, cauchy, deplot.lms.yjn2, dfelix, felix, lms.yjn2, qtplot.lms.yjn2, as.character.SurvS4, print.SurvS4, dcard, pcard and 23 more
0.7-4
record
2007-10-01 · diff ↗ ·
removed 6 exports
lm, glm, predict.lm, predict.mlm, predict.glm, cexpon

added 12 exports
dexpbinomial, poissonp, Surv, is.SurvS4, seq2binomial, triangle, dtriangle, ptriangle, qtriangle, rtriangle, laplace, alsqreg
0.7-3
record
2007-05-01 · diff ↗
0.7-2
record
2006-12-20 · diff ↗ ·
removed 3 exports
hyper.secant, hyper, quasiff

added 12 exports
dotFortran, dotC, morgenstern, fgm, gumbelIbiv, rinv.gaussian, nbolf2, ordpoisson, hypersecant, hypersecant.1, hyperg, mbesselI0
0.7-1
record
2006-10-24
R
R 2.4.0 released · 2006-10-03

Package metadata

First published: 2006-10-24
Total releases: 68 / 20 yrs
License: GPL-3 OSI
Minimum R: ≥ 4.1.0
Bundled data: 68 KB / 56 files
Download size: 1.7 MB

Appears in task views

Probability Distributions Econometrics Analysis of Ecological and Environmental Data Extreme Value Analysis Psychometric Models and Methods

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("VGAM")

The package provides a citation file that builds its entry when R runs it. Run citation() to see it.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for VGAM version 1.1-14 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →