Akaike's Information Criterion
Ordinal Regression with Adjacent Categories Probabilities
The Laplace Distribution
Binomial Logistic Regression by Asymmetric Maximum Likelihood Estimation
Exponential Regression by Asymmetric Maximum Likelihood Estimation
The ABO Blood Group System
The AB-Ab-aB-ab Blood Group System
Asymmetric Laplace Distribution Family Functions
The AA-Aa-aa Blood Group System
The A1A2A3 Blood Group System
Auckland University Undergraduate Counts Data
The AR-1 Autoregressive Process
Autoregressive Process with Order-1 Family Function
Asymmetric Least Squares Quantile Regression
Computation of the Exact EIM of an Order-1 Autoregressive Process
Poisson Regression by Asymmetric Maximum Likelihood Estimation
Bacon and Eggs Data
Benford's Distribution
Auxiliary Function for the
Positive Bernoulli Family Function with Time Effects
Data on Back Pain Prognosis, from Anderson (1984)
Bayesian Information Criterion
Beta-binomial Distribution Family Function
Beta-binomial Distribution Family Function
Farlie-Gumbel-Morgenstern's Bivariate Distribution Family Function
Gaussian Copula (Bivariate) Distribution
Plackett's Bivariate Copula Family Function
Bradley Terry Model With Ties
The Beta-Geometric Distribution
Beta-geometric Distribution Family Function
Frank's Bivariate Distribution Family Function
Gaussian Copula (Bivariate) Family Function
Frank's Bivariate Distribution
Inputting Data to fit a Bradley Terry Model
Body Mass Index of New Zealand Adults Data
Bivariate Normal Distribution Cumulative Distribution Function
Cardioid Distribution
Cardioid Distribution Family Function
Redirects the User to rrvglm()
Chi-squared Distribution
Common VGAM Family Function Arguments
Constrained (Canonical) Coefficients
Crashes on New Zealand Roads in 2009
Fitting Constrained Quadratic Ordination (CQO)
The Benini Distribution
Benini Distribution Family Function
Double Exponential Binomial Distribution Family Function
Fitting a Dirichlet-Multinomial Distribution
Univariate Normal Distribution with Double Censoring
Bivariate Farlie-Gumbel-Morgenstern Exponential Distribution
Family Function
Bivariate Gamma: McKay's Distribution
Cumulative Distribution Function for LMS Quantile Regression
The Birnbaum-Saunders Distribution
Gumbel's Type I Bivariate Distribution Family Function
Censored Gumbel Distribution
Fitting a Dirichlet-Multinomial Distribution
Fitting a Dirichlet Distribution
Beta Distribution of the Second Kind
Expectiles of the Exponential Distribution
The Beta-Normal Distribution
Clayton Copula (Bivariate) Distribution
Bivariate Binary Regression with an Odds Ratio (Family Function)
Felix Distribution Family Function
The Exponential Poisson Distribution
Expectiles of the Normal Distribution
Creates a Matrix of Appropriate Dimension
Toxicity trial for insects
GARMA (Generalized Autoregressive Moving-Average) Models
Bivariate Student-t Family Function
Control Function for RR-VGAMs (CAO)
Class ``Coef.rrvglm''
Redirects the user to cqo
Cystic Fibrosis Data
Fitting Constrained Additive Ordination (CAO)
Returns Important Matrices etc. of a QO Object
Gaussian (Normal) Family Function
Retrieves ``.smart.prediction''
Generalized Extreme Value Distribution Family Function
Table 1 of Huggins (1989)
Hunua Ranges Data
Does the fitted object suffer from a known bug?
Zero Constraint Matrices
The Inverse Paralogistic Distribution
The Exponential Integral and Variants
Relative Frequencies of Serum Proteins in White Pekin Ducklings
Exponential Link Function
Mortality of Flour Beetles from Carbon Disulphide
Generalized Gamma distribution family function
1-parameter Gamma Distribution
2-parameter Gamma Distribution
Folded Normal Distribution Family Function
Geometric (Truncated and Untruncated) Distributions
The Generalized Gamma Distribution
Retrieve One Component of ``.smart.prediction''
Gumbel-II Distribution Family Function
The Gumbel-II Distribution
Hormone Assay Data
Hunting Spider Data
The Inverse Lomax Distribution
The Two-parameter Beta Distribution Family Function
The Beta-Binomial Distribution
Ali-Mikhail-Haq Bivariate Distribution
Bivariate Logistic Distribution Family Function
Bivariate Logistic Distribution
Plackett's Bivariate Copula
Biplot of Constrained Regression Models
Censored Normal Distribution
Model Calibrations
Calibration for Constrained Regression Models
Censored Poisson Family Function
Extract Model Coefficients for VLM Objects
Returns Important Matrices etc. of a RR-VGLM Object
Latent Variables
Kendall's Tau Statistic
Generalized Beta Distribution Family Function
Leipnik Distribution Family Function
Logit-with-an-Offset Link Function
Log-Laplace and Logit-Laplace Distribution Family Functions
Confidence Intervals for Parameters of VGLMs
Extract Model Constrained/Canonical Coefficients
Residual Degrees-of-Freedom
Response Variable Extracted
Enzyme Data
Exponential Geometric Distribution Family Function
Error Function, and variants
The Exponential Geometric Distribution
Gamma Hyperbola Bivariate Distribution
Borel-Tanner Distribution Family Function
2-parameter Gamma Distribution
Cauchit Link Function
Complementary Log-log Link Function
Cauchy Distribution Family Function
Extract Model Coefficients of a vgam() Object
Breathlessness and Wheeze Amongst Coalminers Data
Extract Model Coefficients
The Two-parameter Beta Distribution Family Function
The Beta-Prime Distribution
Bivariate Probit Model
Binomial Family Function
Corbet's Butterfly Data
Constraint Matrices
The Borel-Tanner Distribution
Bivariate Normal Distribution Family Function
Captures of Peromyscus maniculatus, also known as deer mice.
Exponentiated Exponential Distribution
Density Plot for LMS Quantile Regression
Exponentiated Exponential Distribution
Fisher's Z Link Function
Kumaraswamy Distribution Family Function
Link Functions
The Lindley Distribution
Logarithms with an Unit Offset and Exponential Term
Logistic Distribution Family Function
Complementary-log Link Function
Marginal effects for several categorical response models
Logit Link Function
New Zealand Marital Data
Nakagami Distribution Family Function
Mean Excess Plot
Melbourne Daily Maximum Temperatures
One-inflated Zeta Distribution Family Function
One-Inflated Positive Poisson Distribution
One-truncated Poisson Distribution
One-truncated Positive-Poisson Distribution
Plots for VGLMs
Generalized Poisson distribution
The Generalized Poisson Distribution
General Electric and Westinghouse Data
The Generalized Extreme Value Distribution
Grain Prices Data in USA
Hypergeometric Family Function
The Generalized Pareto Distribution
calibrate.qrrvglm.control
Control Function for CQO/CAO Calibration
Calibration for CQO and CAO models
Chest Pain in NZ Adults Data
Chinese Population in New Zealand 1867--2001 Data
Computes Model Coefficients and Quantities
Class ``Coef.qrrvglm''
The Poisson Lognormal Distribution
Pneumoconiosis in Coalminers Data
Positive Bernoulli Family Function with Behavioural Effects
Positive Normal Distribution Family Function
Ordinal Regression with Continuation Ratios
Ordinal Regression with Cumulative Probabilities
The Frechet Distribution
Fitted Values of a VLM object
The Exponential Logarithmic Distribution
Exponential Logarithmic Distribution Family Function
The Fisk Distribution
Lerch Phi Function
Hyperbolic Secant Distribution Family Function
Acute Myelogenous Leukemia Survival Data
Low-iron Rat Teratology Data
LMS Quantile Regression with a Box-Cox transformation to a Gamma Distribution
Logarithmic Distribution
log F Distribution
Freund's (1961) Bivariate Extension of the Exponential Distribution
Gompertz Distribution Family Function
The Generalized Beta II Distribution
Gamma-Ordinal Link Function
Row-Column Interaction Models including Goodman's RC Association
Model and Unconstrained Quadratic Ordination
Lomax Distribution Family Function
The Maxwell Distribution
Latent Variable Plot
Latent Variable Plot for QO models
McCullagh (1989) Distribution Family Function
One-Altered Logarithmic Distribution
Negative Binomial Distribution Family Function With Known Size
Negative Binomial Distribution Family Function
One-Altered Positive-Poisson Distribution
One-Inflated Zipf Distribution
Oxford Temperature Data
2008 and 2012 Summer Olympic Final Medal Count Data
The Positive-Normal Distribution
Paralogistic Distribution Family Function
Mark the Baseline of Row and Column on a Matrix data
The Rayleigh Distribution
Reciprocal Link Function
Rhobit Link Function
Expectiles/Quantiles of the Scaled Student t Distribution with 2 Df
Select Variables for a Formula Response or the RHS of a Formula
Skellam Distribution Family Function
The Singh-Maddala Distribution
The Tobit Distribution
Summarizing Penalized Vector Generalized Additive Model Fits
Summarizing Vector Generalized Additive Model Fits
Trajectory Plot
The Folded-Normal Distribution
Folded Square Root Link Function
The Generalized Rayleigh Distribution
Generalized Rayleigh Distribution Family Function
The Gumbel Distribution
Haight's Zeta Family Function
Gumbel Plot
Pareto(IV/III/II) Distribution Family Functions
Control Function for plotvgam()
Default VGAM Plotting
Positive-Binomial Distribution
Index from Array to Matrix
Laplace Distribution
Identity Link Function
The Log-Gamma Distribution
The Laplace Distribution
Loglinear Model for Three Binary Responses
Loglinear Model for Two Binary Responses
Latent Variable Plot for RR-VGLMs
Michaelis-Menten Model
Machinists Accidents
Mixture of Two Exponential Distributions
Dagum Distribution Family Function
Differenced Zeta Distribution Family Function
Erlang Distribution
Expectiles of the Uniform Distribution
Minimizing the L-q norm Family Function
Likelihood Ratio Test of Nested Models
Makeham Distribution Family Function
Mixture of Two Univariate Normal Distributions
Mixture of Two Poisson Distributions
Positive-Geometric Distribution
Positive Negative Binomial Distribution Family Function
Positive-Negative Binomial Distribution
Control Function for QRR-VGLMs (CQO)
Quantile Plot for Gumbel Regression
Quasi-variances Preprocessing Function
Exponential Distribution
Exponential Poisson Distribution Family Function
F Distribution Family Function
Trajectory plot for QRR-VGLMs
Class ``vglmff''
von Mises Distribution Family Function
Zero-Altered Negative Binomial Distribution
Zero-Altered Negative Binomial Distribution
Gumbel Distribution Family Function
Huber's Least Favourable Distribution Family Function
Huber's Least Favourable Distribution
Inverse Gaussian Distribution Family Function
One-Altered Logarithmic Distribution
One-inflated Logarithmic Distribution Family Function
One-Inflated Positive Binomial Distribution Family Function
One-truncated Zeta Distribution Family Function
Annual catches on Lake Otamangakau from October 1974 to October 1989
The Lambert W function
Levy Distribution Family Function
Log-gamma Distribution Family Function
LMS Quantile Regression with a Box-Cox Transformation to Normality
Model Formulae and Term Names for VGLMs
LMS Quantile Regression with a Yeo-Johnson Transformation to Normality
Generalized Pareto Distribution Family Function
Hat Values and Regression Deletion Diagnostics
Has a Fitted VGLM Got an Intercept Term?
The Pareto Distribution
Perks Distribution Family Function
Density Plot for LMS Quantile Regression
Model Diagnostic Plots for QRR-VGLMs
Positive Bernoulli Sequence Model
Positive Binomial Distribution Family Function
Reciprocal Inverse Gaussian distribution
Return Level Plot for GEV Fits
Slash Distribution
Defining O'Sullivan Spline Smooths in VGAM Formulas
The Topp-Leone Distribution
Predict Method for a CQO fit
Predict Method for a VGLM fit
Quantile Plot for LMS Quantile Regression
Quasi-Binomial Family Function
Negative Binomial Canonical Link Function
Undocumented and Internally Used Functions and Classes
Negative Binomial-Ordinal Link Function
Univariate Normal Distribution as a Varying-Coefficient Model
Zero-Inflated Geometric Distribution Family Function
Zero-Inflated Geometric Distribution
Zero-Inflated Poisson Distribution
Zero- and One-Inflated Beta Distribution Family Function
The Log-Laplace Distribution
Extract Log-likelihood for VGLMs/VGAMs/etc.
Maximums
Lognormal Distribution
Log-log Link Function
The Inverse Gaussian Distribution
Inverse Binomial Distribution Family Function
Parallelism Constraint Matrices
Test For a Smart Object
Link Functions for VGLMs
Nested reduced-rank autoregressive models for multiple
time series
Scaled Student t Distribution with 2 df Family Function
Class ``rrvglm''
Defining Smooths in VGAM Formulas
Link functions for VGLM/VGAM/etc. families
Univariate Skew-Normal Distribution Family Function
Toxoplasmosis Data
Triangle Distribution Family Function
Control Function for vglm()
Prior and Working Weights of a VGLM fit
Fitting Vector Generalized Linear Models
Weibull Distribution Family Function
Exchangeable Bivariate cloglog Odds-ratio Model From a
Zero-inflated Poisson Distribution
Zero-Altered Poisson Distribution
Zero-Altered Poisson Distribution
Zipf Distribution Family Function
Defining Penalized Spline Smooths in VGAM Formulas
S Expression for Smart Functions
A Short-tailed Symmetric Distribution
Vector cubic smoothing spline
Calculate Variance-Covariance Matrix for a Fitted
VLM or RR-VGLM
Object
V1 Flying-Bombs Hits in London
Natural Exponential Family Generalized Hyperbolic Secant Distribution
Family Function
Log Link Function, and Variants
Log Link Function with an Offset
Logarithmic Distribution
Multi-logit Link Function
Multinomial Logit Model
Riemann's Zeta Function
The zero Argument in VGAM Family Functions
Waitakere Ranges Data
Zero-Altered Binomial Distribution
Zero-Altered Binomial Distribution
The Zero/One-Inflated Beta Distribution
The MNSs Blood Group System
Construct the Model Frame of a VLM Object
Construct the Design Matrix of a VLM Object
Matrix Offset
Derivatives of the Incomplete Gamma Integral
Number of Parameters
Quantile Plot for LMS Quantile Regression
Derivatives of the Incomplete Gamma Integral (Unscaled Version)
One-Altered Logarithmic Distribution
One-Inflated Positive Binomial Distribution
One-inflated Positive Poisson Distribution Family Function
One-truncated Logarithmic Distribution
Optimums
Ordinal Poisson Family Function
Pareto and Truncated Pareto Distribution Family Functions
Positive Bernoulli Family Function with Time Effects
Perspective plot for QRR-VGLMs
Poisson-points-on-a-plane/volume Distances Distribution
Pregnant Rats Toxological Experiment Data
Poisson Points Distribution
Power Link Function
Probit Link Function
Proportional Odds Model for Ordinal Regression
Quasi-Poisson Family Function
Simplex Distribution
Determine What Mode the Smart Prediction is In
Smart Prediction
The Truncated Pareto Distribution
Tolerances
Wald Distribution Family Function
Class ``vglm''
Truncated Weibull Distribution Family Function
Fitting Vector Generalized Additive Models
Weibull Distribution Family Function, Parameterized by the Mean
Yeo-Johnson Transformation
Zero-Inflated Poisson Distribution (Yip (1988) algorithm)
Zero-Inflated Binomial Distribution
Zero-Inflated Binomial Distribution Family Function
Zero-Inflated Negative Binomial Distribution
Zero-Inflated Negative Binomial Distribution Family Function
Main Effects Plot for a Row-Column Interaction Model (RCIM)
Poisson-Ordinal Link Function
Poisson Family Function
Probability Plots for Categorical Data Analysis
Adds a List to the End of the List ``.smart.prediction''
Constrained Quadratic Ordination
Positive-Poisson Distribution
Upper Record Values from a Univariate Normal Distribution
Prentice (1974) Log-gamma Distribution
Positive Poisson Distribution Family Function
Upper Record Values from a 1-parameter Exponential Distribution
Yellow-bellied Prinia
Positive Bernoulli Family Function with Time and Behavioural Effects
Control Function for rrvglm()
Fitting Reduced-Rank Vector Generalized Linear Models (RR-VGLMs)
Skew-Normal Distribution
Smart Prediction Setup
The Two-stage Sequential Binomial Distribution Family Function
Seemingly Unrelated Regressions Family Function
Summarizing Vector Generalized Linear Model Fits
Undocumented Methods Functions
University California Berkeley Graduate Admissions
Venice Maximum Sea Levels Data
Class ``vgam''
Zero-Altered Geometric Distribution
Zero-Altered Geometric Distribution
Zeta Distribution Family Function
Zero-Inflated Poisson Distribution Family Function
Rice Distribution Family Function
The Dirichlet distribution
The Rice Distribution
Control Function for rrvglm() Calling optim()
Rutherford-Geiger Polonium Data
Simulate Responses for VGLMs and VGAMs
Ordinal Regression with Stopping Ratios
Student t Distribution
Create a Survival Object
Class "SurvS4"
Univariate Normal Distribution
Utility Functions for the VGAM Package
Vector Generalized Linear and Additive Models
Control Function for vgam()
Bitterness in Wine Data
Cleans Up After Smart Prediction
Yule-Simon Family Function
Yule-Simon Distribution
Bivariate Probit Model (Family Function)
Clayton Copula (Bivariate) Family Function
Birnbaum-Saunders Distribution Family Function
Ali-Mikhail-Haq Distribution Family Function
Farlie-Gumbel-Morgenstern's Bivariate Distribution
Differenced Zeta Distribution
Bradley Terry Model
Bivariate Binary Regression with an Odds Ratio
Bivariate Student-t distribution cumulative distribution function
The Dagum Distribution
The Felix Distribution
Fisk Distribution family function
Generalized Beta Distribution of the Second Kind
Frechet Distribution Family Function
The Gompertz Distribution
Haight's Zeta Distribution
1-parameter Gamma Distribution
The Makeham Distribution
Maxwell Distribution Family Function
The Generalized Beta Distribution (Libby and Novick, 1982)
Inverse Paralogistic Distribution Family Function
One-Altered Logarithmic Distribution
Nakagami Distribution
One-Altered Zeta Distribution
Inverse Lomax Distribution Family Function
One-Inflated Zeta Distribution
One-inflated Zipf Distribution Family Function
One-Inflated Logarithmic Distribution
One-truncated Zeta Distribution
The Lomax Distribution
The Perks Distribution
One-truncated Logarithmic Distribution
The Kumaraswamy Distribution
The Paralogistic Distribution
Quasi-variances Extraction Function
Simplex Distribution Family Function
The Skellam Distribution
The Pareto(IV/III/II) Distributions
Topp-Leone Distribution Family Function
Rayleigh Distribution Family Function
Singh-Maddala Distribution Family Function
Short-tailed Symmetric Distribution Family Function
The Zipf Distribution
The Triangle Distribution
Slash Distribution Family Function
Tobit Model
The Zeta Distribution