VGAM: Vector Generalized Linear and Additive Models

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An implementation of about 6 major classes of statistical regression models. At the heart of it are the vector generalized linear and additive model (VGLM/VGAM) classes, and 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 VGAM package. Currently only fixed-effects models are implemented, i.e., no random-effects models. Many (150+) models and distributions are estimated by maximum likelihood estimation (MLE) or penalized MLE, using Fisher scoring. VGLMs can be loosely thought of as multivariate GLMs. VGAMs are data-driven VGLMs (i.e., with smoothing). The other classes are RR-VGLMs (reduced-rank 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). Note that these functions are subject to change; see the NEWS and ChangeLog files for latest changes.

Author
Thomas W. Yee <t.yee@auckland.ac.nz>
Date of publication
2016-05-27 18:08:24
Maintainer
Thomas Yee <t.yee@auckland.ac.nz>
License
GPL-2 | GPL-3
Version
1.0-2
URLs

View on CRAN

Man pages

A1A2A3
The A1A2A3 Blood Group System
AA.Aa.aa
The AA-Aa-aa Blood Group System
AB.Ab.aB.ab
The AB-Ab-aB-ab Blood Group System
ABO
The ABO Blood Group System
acat
Ordinal Regression with Adjacent Categories Probabilities
AICvlm
Akaike's Information Criterion
alaplace3
Asymmetric Laplace Distribution Family Functions
alaplaceUC
The Laplace Distribution
amlbinomial
Binomial Logistic Regression by Asymmetric Maximum Likelihood...
amlexponential
Exponential Regression by Asymmetric Maximum Likelihood...
amlnormal
Asymmetric Least Squares Quantile Regression
amlpoisson
Poisson Regression by Asymmetric Maximum Likelihood...
AR1
Autoregressive Process with Order-1 Family Function
AR1EIM
Computation of the Exact EIM of an Order-1 Autoregressive...
AR1UC
The AR-1 Autoregressive Process
auuc
Auckland University Undergraduate Counts Data
auxposbernoulli.t
Auxiliary Function for the Positive Bernoulli Family Function...
backPain
Data on Back Pain Prognosis, from Anderson (1984)
beggs
Bacon and Eggs Data
benfUC
Benford's Distribution
benini
Benini Distribution Family Function
beniniUC
The Benini Distribution
betabinomial
Beta-binomial Distribution Family Function
betabinomialff
Beta-binomial Distribution Family Function
betabinomUC
The Beta-Binomial Distribution
betaff
The Two-parameter Beta Distribution Family Function
betageometric
Beta-geometric Distribution Family Function
betageomUC
The Beta-Geometric Distribution
betaII
Beta Distribution of the Second Kind
betanormUC
The Beta-Normal Distribution
betaprime
The Beta-Prime Distribution
betaR
The Two-parameter Beta Distribution Family Function
biamhcop
Ali-Mikhail-Haq Distribution Family Function
biamhcopUC
Ali-Mikhail-Haq Bivariate Distribution
biclaytoncop
Clayton Copula (Bivariate) Family Function
biclaytoncopUC
Clayton Copula (Bivariate) Distribution
BICvlm
Bayesian Information Criterion
bifgmcop
Farlie-Gumbel-Morgenstern's Bivariate Distribution Family...
bifgmcopUC
Farlie-Gumbel-Morgenstern's Bivariate Distribution
bifgmexp
Bivariate Farlie-Gumbel-Morgenstern Exponential Distribution...
bifrankcop
Frank's Bivariate Distribution Family Function
bifrankcopUC
Frank's Bivariate Distribution
bigamma.mckay
Bivariate Gamma: McKay's Distribution
bigumbelIexp
Gumbel's Type I Bivariate Distribution Family Function
bilogistic
Bivariate Logistic Distribution Family Function
bilogisUC
Bivariate Logistic Distribution
binom2.or
Bivariate Binary Regression with an Odds Ratio (Family...
binom2.orUC
Bivariate Binary Regression with an Odds Ratio
binom2.rho
Bivariate Probit Model (Family Function)
binom2.rhoUC
Bivariate Probit Model
binomialff
Binomial Family Function
binormal
Bivariate Normal Distribution Family Function
binormalcop
Gaussian Copula (Bivariate) Family Function
binormalUC
Bivariate Normal Distribution Cumulative Distribution...
binormcopUC
Gaussian Copula (Bivariate) Distribution
biplackettcop
Plackett's Bivariate Copula Family Function
biplackettcopUC
Plackett's Bivariate Copula
biplot-methods
Biplot of Constrained Regression Models
bisa
Birnbaum-Saunders Distribution Family Function
bisaUC
The Birnbaum-Saunders Distribution
bistudentt
Bivariate Student-t Family Function
bistudenttUC
Bivariate Student-t distribution cumulative distribution...
bmi.nz
Body Mass Index of New Zealand Adults Data
borel.tanner
Borel-Tanner Distribution Family Function
bortUC
The Borel-Tanner Distribution
brat
Bradley Terry Model
bratt
Bradley Terry Model With Ties
bratUC
Inputting Data to fit a Bradley Terry Model
calibrate
Model Calibrations
calibrate-methods
Calibration for Constrained Regression Models
calibrate.qrrvglm
Calibration for CQO and CAO models
calibrate.qrrvglm.control
Control Function for CQO/CAO Calibration
cao
Fitting Constrained Additive Ordination (CAO)
cao.control
Control Function for RR-VGAMs (CAO)
cardioid
Cardioid Distribution Family Function
cardUC
Cardioid Distribution
cauchit
Cauchit Link Function
cauchy
Cauchy Distribution Family Function
cdf.lmscreg
Cumulative Distribution Function for LMS Quantile Regression
cens.gumbel
Censored Gumbel Distribution
cens.normal
Censored Normal Distribution
cens.poisson
Censored Poisson Family Function
cfibrosis
Cystic Fibrosis Data
cgo
Redirects the user to cqo
chest.nz
Chest Pain in NZ Adults Data
chinese.nz
Chinese Population in New Zealand 1867-2001 Data
chisq
Chi-squared Distribution
clo
Redirects the User to rrvglm()
cloglog
Complementary Log-log Link Function
coalminers
Breathlessness and Wheeze Amongst Coalminers Data
Coef
Computes Model Coefficients and Quantities
Coef.qrrvglm
Returns Important Matrices etc. of a QO Object
Coef.qrrvglm-class
Class "Coef.qrrvglm"
Coef.rrvglm
Returns Important Matrices etc. of a RR-VGLM Object
Coef.rrvglm-class
Class "Coef.rrvglm"
coefvgam
Extract Model Coefficients of a vgam() Object
coefvlm
Extract Model Coefficients
Coef.vlm
Extract Model Coefficients for VLM Objects
CommonVGAMffArguments
Common VGAM Family Function Arguments
concoef
Extract Model Constrained/Canonical Coefficients
concoef-methods
Constrained (Canonical) Coefficients
confintvglm
Confidence Intervals for VGLM Parameters
constraints
Constraint Matrices
corbet
Corbet's Butterfly Data
cqo
Fitting Constrained Quadratic Ordination (CQO)
crashes
Crashes on New Zealand Roads in 2009
cratio
Ordinal Regression with Continuation Ratios
cumulative
Ordinal Regression with Cumulative Probabilities
dagum
Dagum Distribution Family Function
dagumUC
The Dagum Distribution
deermice
Captures of Peromyscus maniculatus, also known as deer mice.
deplot.lmscreg
Density Plot for LMS Quantile Regression
depvar
Response Variable Extracted
df.residual
Residual Degrees-of-Freedom
dirichlet
Fitting a Dirichlet Distribution
dirmul.old
Fitting a Dirichlet-Multinomial Distribution
dirmultinomial
Fitting a Dirichlet-Multinomial Distribution
double.cens.normal
Univariate Normal Distribution with Double Censoring
double.expbinomial
Double Exponential Binomial Distribution Family Function
ducklings
Relative Frequencies of Serum Proteins in White Pekin...
eexpUC
Expectiles of the Exponential Distribution
enormUC
Expectiles of the Normal Distribution
enzyme
Enzyme Data
erf
Error Function, and variants
erlang
Erlang Distribution
eunifUC
Expectiles of the Uniform Distribution
expexpff
Exponentiated Exponential Distribution
expexpff1
Exponentiated Exponential Distribution
expgeometric
Exponential Geometric Distribution Family Function
expgeometricUC
The Exponential Geometric Distribution
expint3
The Exponential Integral and Variants
explink
Exponential Link Function
explogff
Exponential Logarithmic Distribution Family Function
explogUC
The Exponential Logarithmic Distribution
exponential
Exponential Distribution
exppoisson
Exponential Poisson Distribution Family Function
exppoissonUC
The Exponential Poisson Distribution
felix
Felix Distribution Family Function
felixUC
The Felix Distribution
fff
F Distribution Family Function
fill
Creates a Matrix of Appropriate Dimension
finney44
Toxicity trial for insects
fisherz
Fisher's Z Link Function
fisk
Fisk Distribution family function
fiskUC
The Fisk Distribution
fittedvlm
Fitted Values of a VLM object
flourbeetle
Mortality of Flour Beetles from Carbon Disulphide
foldnormal
Folded Normal Distribution Family Function
foldnormUC
The Folded-Normal Distribution
foldsqrt
Folded Square Root Link Function
formulavlm
Model Formulae and Term Names for VGLMs
frechet
Frechet Distribution Family Function
frechetUC
The Frechet Distribution
freund61
Freund's (1961) Bivariate Extension of the Exponential...
gamma1
1-parameter Gamma Distribution
gamma2
2-parameter Gamma Distribution
gammahyperbola
Gamma Hyperbola Bivariate Distribution
gammaR
2-parameter Gamma Distribution
garma
GARMA (Generalized Autoregressive Moving-Average) Models
gaussianff
Gaussian (Normal) Family Function
genbetaII
Generalized Beta Distribution of the Second Kind
genbetaIIUC
The Generalized Beta II Distribution
gengamma
Generalized Gamma distribution family function
gengammaUC
The Generalized Gamma Distribution
genpoisson
Generalized Poisson distribution
genpoisUC
The Generalized Poisson Distribution
genrayleigh
Generalized Rayleigh Distribution Family Function
genrayleighUC
The Generalized Rayleigh Distribution
geometric
Geometric (Truncated and Untruncated) Distributions
get.smart
Retrieve One Component of ".smart.prediction"
get.smart.prediction
Retrieves ".smart.prediction"
gev
Generalized Extreme Value Distribution Family Function
gevUC
The Generalized Extreme Value Distribution
gew
General Electric and Westinghouse Data
golf
Gamma-Ordinal Link Function
gompertz
Gompertz Distribution Family Function
gompertzUC
The Gompertz Distribution
gpd
Generalized Pareto Distribution Family Function
gpdUC
The Generalized Pareto Distribution
grain.us
Grain Prices Data in USA
grc
Row-Column Interaction Models including Goodman's RC...
gumbel
Gumbel Distribution Family Function
gumbelII
Gumbel-II Distribution Family Function
gumbelIIUC
The Gumbel-II Distribution
gumbelUC
The Gumbel Distribution
guplot
Gumbel Plot
has.intercept
Has a Fitted VGLM Got an Intercept Term?
hatvalues
Hat Values and Regression Deletion Diagnostics
hormone
Hormone Assay Data
hspider
Hunting Spider Data
huber
Huber's Least Favourable Distribution Family Function
huberUC
Huber's Least Favourable Distribution
Huggins89.t1
Table 1 of Huggins (1989)
hunua
Hunua Ranges Data
hyperg
Hypergeometric Family Function
hypersecant
Hyperbolic Secant Distribution Family Function
hzeta
Haight's Zeta Family Function
hzetaUC
Haight's Zeta Distribution
iam
Index from Array to Matrix
identitylink
Identity Link Function
inv.binomial
Inverse Binomial Distribution Family Function
Inv.gaussian
The Inverse Gaussian Distribution
inv.gaussianff
Inverse Gaussian Distribution Family Function
inv.lomax
Inverse Lomax Distribution Family Function
inv.lomaxUC
The Inverse Lomax Distribution
inv.paralogistic
Inverse Paralogistic Distribution Family Function
inv.paralogisticUC
The Inverse Paralogistic Distribution
is.buggy
Does the fitted object suffer from a known bug?
is.parallel
Parallelism Constraint Matrices
is.smart
Test For a Smart Object
is.zero
Zero Constraint Matrices
kendall.tau
Kendall's Tau Statistic
kumar
Kumaraswamy Distribution Family Function
kumarUC
The Kumaraswamy Distribution
lakeO
Annual catches on Lake Otamangakau from October 1974 to...
lambertW
The Lambert W function
laplace
Laplace Distribution
laplaceUC
The Laplace Distribution
latvar
Latent Variables
leipnik
Leipnik Distribution Family Function
lerch
Lerch Phi Function
leukemia
Acute Myelogenous Leukemia Survival Data
levy
Levy Distribution Family Function
lgammaff
Log-gamma Distribution Family Function
lgammaUC
The Log-Gamma Distribution
lindley
1-parameter Gamma Distribution
lindUC
The Lindley Distribution
linkfun
Link Functions
linkfun.vglm
Link Functions for VGLMs
Links
Link functions for VGLM/VGAM/etc. families
lino
Generalized Beta Distribution Family Function
linoUC
The Generalized Beta Distribution (Libby and Novick, 1982)
lirat
Low-iron Rat Teratology Data
lms.bcg
LMS Quantile Regression with a Box-Cox transformation to a...
lms.bcn
LMS Quantile Regression with a Box-Cox Transformation to...
lms.yjn
LMS Quantile Regression with a Yeo-Johnson Transformation to...
log1mexp
Logarithms with an Unit Offset and Exponential Term
logc
Complementary-log Link Function
loge
Log Link Function, and Variants
logF
Natural Exponential Family Generalized Hyperbolic Secant...
logff
Logarithmic Distribution
logF.UC
log F Distribution
logistic
Logistic Distribution Family Function
logit
Logit Link Function
logitoffsetlink
Logit-with-an-Offset Link Function
loglaplace
Log-Laplace and Logit-Laplace Distribution Family Functions
loglapUC
The Log-Laplace Distribution
logLikvlm
Extract Log-likelihood for VGLMs/VGAMs/etc.
loglinb2
Loglinear Model for Two Binary Responses
loglinb3
Loglinear Model for Three Binary Responses
loglog
Log-log Link Function
lognormal
Lognormal Distribution
logoff
Log Link Function with an Offset
logUC
Logarithmic Distribution
lomax
Lomax Distribution Family Function
lomaxUC
The Lomax Distribution
lqnorm
Minimizing the L-q norm Family Function
lrtest
Likelihood Ratio Test of Nested Models
lvplot
Latent Variable Plot
lvplot.qrrvglm
Latent Variable Plot for QO models
lvplot.rrvglm
Latent Variable Plot for RR-VGLMs
machinists
Machinists Accidents
makeham
Makeham Distribution Family Function
makehamUC
The Makeham Distribution
margeff
Marginal effects for several categorical response models
marital.nz
New Zealand Marital Data
Max
Maximums
maxwell
Maxwell Distribution Family Function
maxwellUC
The Maxwell Distribution
mccullagh89
McCullagh (1989) Distribution Family Function
melbmaxtemp
Melbourne Daily Maximum Temperatures
meplot
Mean Excess Plot
micmen
Michaelis-Menten Model
mix2exp
Mixture of Two Exponential Distributions
mix2normal
Mixture of Two Univariate Normal Distributions
mix2poisson
Mixture of Two Poisson Distributions
MNSs
The MNSs Blood Group System
model.framevlm
Construct the Model Frame of a VLM Object
model.matrixvlm
Construct the Design Matrix of a VLM Object
moffset
Matrix Offset
multilogit
Multi-logit Link Function
multinomial
Multinomial Logit Model
nakagami
Nakagami Distribution Family Function
nakagamiUC
Nakagami Distribution
nbcanlink
Negative Binomial Canonical Link Function
nbolf
Negative Binomial-Ordinal Link Function
negbinomial
Negative Binomial Distribution Family Function
negbinomial.size
Negative Binomial Distribution Family Function With Known...
normal.vcm
Univariate Normal Distribution as a Varying-Coefficient Model
notdocumentedyet
Undocumented and Internally Used Functions and Classes
nparamvglm
Number of Parameters
oiposbinomUC
One-Inflated Positive Binomial Distribution
oipospoisson
One-inflated Positive Poisson Distribution Family Function
oipospoisUC
One-Inflated Positive Poisson Distribution
olym
2008 and 2012 Summer Olympic Final Medal Count Data
Opt
Optimums
ordpoisson
Ordinal Poisson Family Function
oxtemp
Oxford Temperature Data
paralogistic
Paralogistic Distribution Family Function
paralogisticUC
The Paralogistic Distribution
paretoff
Pareto and Truncated Pareto Distribution Family Functions
paretoIV
Pareto(IV/III/II) Distribution Family Functions
paretoIVUC
The Pareto(IV/III/II) Distributions
ParetoUC
The Pareto Distribution
perks
Perks Distribution Family Function
perksUC
The Perks Distribution
persp.qrrvglm
Perspective plot for QRR-VGLMs
pgamma.deriv
Derivatives of the Incomplete Gamma Integral
pgamma.deriv.unscaled
Derivatives of the Incomplete Gamma Integral (Unscaled...
plotdeplot.lmscreg
Density Plot for LMS Quantile Regression
plotqrrvglm
Model Diagnostic Plots for QRR-VGLMs
plotqtplot.lmscreg
Quantile Plot for LMS Quantile Regression
plotrcim0
Main Effects Plot for a Row-Column Interaction Model (RCIM)
plotvgam
Default VGAM Plotting
plotvgam.control
Control Function for plotvgam()
plotvglm
Plots for VGLMs
pneumo
Pneumoconiosis in Coalminers Data
poissonff
Poisson Family Function
poisson.points
Poisson-points-on-a-plane/volume Distances Distribution
poisson.pointsUC
Poisson Points Distribution
polf
Poisson-Ordinal Link Function
polonoUC
The Poisson Lognormal Distribution
posbernoulli.b
Positive Bernoulli Family Function with Behavioural Effects
posbernoulli.t
Positive Bernoulli Family Function with Time Effects
posbernoulli.tb
Positive Bernoulli Family Function with Time and Behavioural...
posbernUC
Positive Bernoulli Sequence Model
posbinomial
Positive Binomial Distribution Family Function
posbinomUC
Positive-Binomial Distribution
posgeomUC
Positive-Geometric Distribution
posnegbinomial
Positive Negative Binomial Distribution Family Function
posnegbinUC
Positive-Negative Binomial Distribution
posnormal
Positive Normal Distribution Family Function
posnormUC
The Positive-Normal Distribution
pospoisson
Positive Poisson Distribution Family Function
pospoisUC
Positive-Poisson Distribution
powerlink
Power Link Function
prats
Pregnant Rats Toxological Experiment Data
predictqrrvglm
Predict Method for a CQO fit
predictvglm
Predict Method for a VGLM fit
prentice74
Prentice (1974) Log-gamma Distribution
prinia
Yellow-bellied Prinia
probit
Probit Link Function
propodds
Proportional Odds Model for Ordinal Regression
prplot
Probability Plots for Categorical Data Analysis
ps
Defining Penalized Spline Smooths in VGAM Formulas
put.smart
Adds a List to the End of the List ".smart.prediction"
qrrvglm.control
Control Function for QRR-VGLMs (CQO)
qtplot.gumbel
Quantile Plot for Gumbel Regression
qtplot.lmscreg
Quantile Plot for LMS Quantile Regression
quasibinomialff
Quasi-Binomial Family Function
quasipoissonff
Quasi-Poisson Family Function
qvar
Quasi-variances Extraction Function
QvarUC
Quasi-variances Preprocessing Function
rayleigh
Rayleigh Distribution Family Function
rayleighUC
The Rayleigh Distribution
Rcim
Mark the Baseline of Row and Column on a Matrix data
rcqo
Constrained Quadratic Ordination
rdiric
The Dirichlet distribution
rec.exp1
Upper Record Values from a 1-parameter Exponential...
reciprocal
Reciprocal Link Function
rec.normal
Upper Record Values from a Univariate Normal Distribution
rhobit
Rhobit Link Function
riceff
Rice Distribution Family Function
riceUC
The Rice Distribution
rigff
Reciprocal Inverse Gaussian distribution
rlplot.gevff
Return Level Plot for GEV Fits
rrar
Nested reduced-rank autoregressive models for multiple time...
rrvglm
Fitting Reduced-Rank Vector Generalized Linear Models...
rrvglm-class
Class "rrvglm"
rrvglm.control
Control Function for rrvglm()
rrvglm.optim.control
Control Function for rrvglm() Calling optim()
ruge
Rutherford-Geiger Polonium Data
s
Defining Smooths in VGAM Formulas
sc.studentt2
Scaled Student t Distribution with 2 df Family Function
sc.t2UC
Expectiles/Quantiles of the Scaled Student t Distribution...
Select
Select Variables for a Formula Response or the RHS of a...
seq2binomial
The Two-stage Sequential Binomial Distribution Family...
setup.smart
Smart Prediction Setup
simplex
Simplex Distribution Family Function
simplexUC
Simplex Distribution
simulate.vlm
Simulate Responses for VGLMs and VGAMs
sinmad
Singh-Maddala Distribution Family Function
sinmadUC
The Singh-Maddala Distribution
skellam
Skellam Distribution Family Function
skellamUC
The Skellam Distribution
skewnormal
Univariate Skew-Normal Distribution Family Function
skewnormUC
Skew-Normal Distribution
slash
Slash Distribution Family Function
slashUC
Slash Distribution
smart.expression
S Expression for Smart Functions
smart.mode.is
Determine What Mode the Smart Prediction is In
smartpred
Smart Prediction
sratio
Ordinal Regression with Stopping Ratios
studentt
Student t Distribution
summaryvglm
Summarizing Vector Generalized Linear Model Fits
SURff
Seemingly Unrelated Regressions Family Function
SurvS4
Create a Survival Object
SurvS4-class
Class "SurvS4"
tikuv
Short-tailed Symmetric Distribution Family Function
tikuvUC
A Short-tailed Symmetric Distribution
tobit
Tobit Model
tobitUC
The Tobit Distribution
Tol
Tolerances
toxop
Toxoplasmosis Data
triangle
Triangle Distribution Family Function
triangleUC
The Triangle Distribution
trplot
Trajectory Plot
trplot.qrrvglm
Trajectory plot for QRR-VGLMs
truncparetoUC
The Truncated Pareto Distribution
truncweibull
Truncated Weibull Distribution Family Function
ucberk
University California Berkeley Graduate Admissions
undocumented-methods
Undocumented Methods Functions
uninormal
Univariate Normal Distribution
UtilitiesVGAM
Utility Functions for the VGAM Package
V1
V1 Flying-Bombs Hits in London
vcovvlm
Calculate Variance-Covariance Matrix for a Fitted VLM or...
venice
Venice Maximum Sea Levels Data
vgam
Fitting Vector Generalized Additive Models
vgam-class
Class "vgam"
vgam.control
Control Function for vgam()
VGAM-package
Vector Generalized Linear and Additive Models
vglm
Fitting Vector Generalized Linear Models
vglm-class
Class "vglm"
vglm.control
Control Function for vglm()
vglmff-class
Class "vglmff"
vonmises
von Mises Distribution Family Function
vsmooth.spline
Vector cubic smoothing spline
waitakere
Waitakere Ranges Data
waldff
Wald Distribution Family Function
weibull.mean
Weibull Distribution Family Function, Parameterized by the...
weibullR
Weibull Distribution Family Function
weightsvglm
Prior and Working Weights of a VGLM fit
wine
Bitterness in Wine Data
wrapup.smart
Cleans Up After Smart Prediction
yeo.johnson
Yeo-Johnson Transformation
yip88
Zero-Inflated Poisson Distribution (Yip (1988) algorithm)
yulesimon
Yule-Simon Family Function
yulesimonUC
Yule-Simon Distribution
zabinomial
Zero-Altered Binomial Distribution
zabinomUC
Zero-Altered Binomial Distribution
zageometric
Zero-Altered Geometric Distribution
zageomUC
Zero-Altered Geometric Distribution
zanegbinomial
Zero-Altered Negative Binomial Distribution
zanegbinUC
Zero-Altered Negative Binomial Distribution
zapoisson
Zero-Altered Poisson Distribution
zapoisUC
Zero-Altered Poisson Distribution
zero
The zero Argument in VGAM Family Functions
zeta
Riemann's Zeta Function
zetaff
Zeta Distribution Family Function
zetaUC
The Zeta Distribution
zibinomial
Zero-Inflated Binomial Distribution Family Function
zibinomUC
Zero-Inflated Binomial Distribution
zigeometric
Zero-Inflated Geometric Distribution Family Function
zigeomUC
Zero-Inflated Geometric Distribution
zinegbinomial
Zero-Inflated Negative Binomial Distribution Family Function
zinegbinUC
Zero-Inflated Negative Binomial Distribution
zipebcom
Exchangeable Bivariate cloglog Odds-ratio Model From a...
zipf
Zipf Distribution Family Function
zipfUC
The Zipf Distribution
zipoisson
Zero-Inflated Poisson Distribution Family Function
zipoisUC
Zero-Inflated Poisson Distribution
zoabetaR
Zero- and One-Inflated Beta Distribution Family Function
zoabetaUC
The Zero/One-Inflated Beta Distribution

Files in this package

VGAM
VGAM/BUGS
VGAM/inst
VGAM/inst/CITATION
VGAM/inst/doc
VGAM/inst/doc/crVGAM.Rnw
VGAM/inst/doc/crVGAM.pdf
VGAM/inst/doc/categoricalVGAM.Rnw
VGAM/inst/doc/categoricalVGAM.pdf
VGAM/inst/doc/categoricalVGAM.R
VGAM/inst/doc/crVGAM.R
VGAM/src
VGAM/src/vmux3.c
VGAM/src/vmux.f
VGAM/src/caqo3.c
VGAM/src/rgam3.c
VGAM/src/vlinpack3.f
VGAM/src/zeta3.c
VGAM/src/rgam.f
VGAM/src/lerchphi.c
VGAM/src/fgam.f
VGAM/src/muxr3.c
VGAM/src/tyeepolygamma3.c
VGAM/src/vlinpack2.f
VGAM/src/lms.f
VGAM/src/vcall2.f
VGAM/src/vlinpack1.f
VGAM/src/vgam3.c
VGAM/src/vgam.f
VGAM/src/gautr.c
VGAM/src/cqof.f
VGAM/src/ei.f
VGAM/src/tyeepolygamma.f
VGAM/src/vdigami.f
VGAM/src/specfun3.c
VGAM/src/veigen.f
VGAM/NAMESPACE
VGAM/demo
VGAM/demo/distributions.R
VGAM/demo/vgam.R
VGAM/demo/cqo.R
VGAM/demo/00Index
VGAM/demo/zipoisson.R
VGAM/demo/binom2.or.R
VGAM/demo/lmsqreg.R
VGAM/NEWS
VGAM/data
VGAM/data/gew.txt.gz
VGAM/data/waitakere.txt.bz2
VGAM/data/oxtemp.txt.gz
VGAM/data/bmi.nz.txt.xz
VGAM/data/ucberk.txt.gz
VGAM/data/beggs.rda
VGAM/data/finney44.rda
VGAM/data/crashmc.rda
VGAM/data/crashf.rda
VGAM/data/ducklings.rda
VGAM/data/backPain.rda
VGAM/data/olym08.txt.gz
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VGAM/man/alaplaceUC.Rd
VGAM/man/betabinomialff.Rd
VGAM/man/loglinb2.Rd
VGAM/man/garma.Rd
VGAM/man/amlbinomial.Rd
VGAM/man/makeham.Rd
VGAM/man/biplackettcop.Rd
VGAM/man/margeff.Rd
VGAM/man/erf.Rd
VGAM/man/inv.gaussianff.Rd
VGAM/man/exppoissonUC.Rd
VGAM/man/enzyme.Rd
VGAM/man/gompertzUC.Rd
VGAM/man/Huggins89.t1.Rd
VGAM/man/lms.bcg.Rd
VGAM/man/zero.Rd
VGAM/man/vgam.control.Rd
VGAM/man/bisaUC.Rd
VGAM/man/ABO.Rd
VGAM/man/betabinomUC.Rd
VGAM/man/marital.nz.Rd
VGAM/man/multinomial.Rd
VGAM/man/binormalUC.Rd
VGAM/man/fittedvlm.Rd
VGAM/man/latvar.Rd
VGAM/man/rhobit.Rd
VGAM/man/AR1.Rd
VGAM/man/zabinomUC.Rd
VGAM/man/skewnormUC.Rd
VGAM/man/calibrate.Rd
VGAM/man/lvplot.rrvglm.Rd
VGAM/man/nakagamiUC.Rd
VGAM/man/reciprocal.Rd
VGAM/man/pgamma.deriv.unscaled.Rd
VGAM/LICENCE.note