Akaike's Information Criterion
Computation of the Exact EIM of an Order-1 Autoregressive Process
The AR-1 Autoregressive Process
Bayesian Information Criterion
Autoregressive Process with Order-1 Family Function
The ABO Blood Group System
The AB-Ab-aB-ab Blood Group System
The A1A2A3 Blood Group System
Computes Model Coefficients and Quantities
The AA-Aa-aa Blood Group System
The Inverse Gaussian Distribution
Extract Model Coefficients for VLM Objects
Influence Function (S4 generic)
of a Fitted Model
Common VGAM Family Function Arguments
Table 1 of Huggins (1989)
Optimums
The Pareto Distribution
Auxiliary Function for the
Positive Bernoulli Family Function with Time Effects
Auckland University Undergraduate Counts Data
Class ``Coef.rrvglm''
Class ``Coef.qrrvglm''
Quasi-variances Preprocessing Function
The Bell Series of Integers
The Beta-Geometric Distribution
R-squared for Latent Variable Models
Link functions for VGLM/VGAM/etc. families
Rank
Class "SurvS4"
Frank's Bivariate Distribution
The Bell Distribution
Beta-geometric Distribution Family Function
Create a Survival Object
Benford's Distribution
V1 Flying-Bombs Hits in London
Returns Important Matrices etc. of a RR-VGLM Object
Bell Distribution Family Function
The Beta-Normal Distribution
Maximums
The MNSs Blood Group System
Bivariate Gamma: McKay's Distribution
V2 Missile Hits in London
Ordinal Regression with Adjacent Categories Probabilities
Vector Generalized Linear and Additive Models
and Associated Models
Bacon and Eggs Data
Asymmetric Least Squares Quantile Regression
Data on Back Pain Prognosis, from Anderson (1984)
Clayton Copula (Bivariate) Family Function
Exponential Regression by Asymmetric Maximum
Likelihood Estimation
Clayton Copula (Bivariate) Distribution
Bivariate Binary Regression with an Odds Ratio
Altered, Inflated and Truncated Values in GAIT Regression
Bradley Terry Model
Bivariate Probit Model (Family Function)
Cardioid Distribution
Inputting Data to fit a Bradley Terry Model
Binomial Logistic Regression by Asymmetric Maximum
Likelihood Estimation
Control Function for RR-VGAMs (CAO)
The Beta-Prime Distribution
The Dagum Distribution
Returns Important Matrices etc. of a QO Object
Dagum Distribution Family Function
Univariate Normal Distribution with Double Censoring
Bivariate Logistic Distribution Family Function
Gumbel's Type I Bivariate Distribution Family Function
Mark the Baseline of Row and Column on a Matrix data
Bivariate Logistic Distribution
Gaussian Copula (Bivariate) Family Function
Ali-Mikhail-Haq Distribution Family Function
Truncated Values for the GT-Expansion Method
Asymmetric Laplace Distribution Family Functions
The Laplace Distribution
Bivariate Probit Model
Beta-binomial Distribution Family Function
The Two-parameter Beta Distribution Family Function
Beta Distribution of the Second Kind
The Birnbaum-Saunders Distribution
Seemingly Unrelated Regressions Family Function
Binomial Family Function
Utility Functions for the VGAM Package
Gaussian Copula (Bivariate) Distribution
The Two-parameter Beta Distribution Family Function
Bivariate Binary Regression with an Odds Ratio (Family Function)
Analysis of Deviance for Vector Generalized Linear Model Fits
Select Variables for a Formula Response or the RHS of a Formula
Tolerances
Poisson Regression by Asymmetric Maximum Likelihood Estimation
Takeuchi's Information Criterion
Bivariate Student-t Distribution Cumulative Distribution Function
Ali-Mikhail-Haq Bivariate Distribution
Body Mass Index of New Zealand Adults Data
Double Exponential Binomial Distribution Family Function
Expectiles of the Uniform Distribution
Exponentiated Exponential Distribution
Model Calibrations
Family Function Name
Borel-Tanner Distribution Family Function
Farlie-Gumbel-Morgenstern's Bivariate Distribution
Bivariate Student-t Family Function
Felix Distribution Family Function
Farlie-Gumbel-Morgenstern's Bivariate Distribution Family Function
Bradley Terry Model With Ties
Calibration for CQO and CAO models
Bivariate Normal Distribution Family Function
Frechet Distribution Family Function
Benini Distribution Family Function
Generalized Poisson Distribution
(Original Parameterization)
The Frechet Distribution
Gamma Hyperbola Bivariate Distribution
GARMA (Generalized Autoregressive Moving-Average) Models
Generalized Poisson Distribution
(GP-1 and GP-2 Parameterizations of the Mean)
Bivariate Normal Distribution Cumulative Distribution Function
Grain Prices Data in USA
The Borel-Tanner Distribution
Row-Column Interaction Models including Goodman's RC Association
Model and Unconstrained Quadratic Ordination
Biplot of Constrained Regression Models
Control Function for CLO (RR-VGLM) Calibration
Censored Poisson Family Function
Fitting Constrained Additive Ordination (CAO)
The Benini Distribution
Gumbel Plot
Breathlessness and Wheeze Amongst Coalminers Data
Birnbaum-Saunders Distribution Family Function
Ordinal Regression with Continuation Ratios
The Beta-Binomial Distribution
Bivariate Farlie-Gumbel-Morgenstern Exponential Distribution
Family Function
Calibration for Constrained Regression Models
Cardioid Distribution Family Function
Beta-binomial Distribution Family Function
Extract Model Coefficients of a vgam() Object
Ordinal Regression with Cumulative Probabilities
Cauchy Distribution Family Function
Has a Fitted VGLM Got an Intercept Term?
Cumulative Distribution Function for LMS Quantile Regression
Kendall's Tau Statistic
Haight's Zeta Distribution
Zero Constraint Matrices
Haight's Zeta Family Function
Extract Log-likelihood for VGLMs/VGAMs/etc.
Redirects the user to cqo
Cauchit Link Function
Logarithmic Distribution
Cystic Fibrosis Data
Captures of Peromyscus maniculatus (Also Known as Deer Mice).
Logarithmic Distribution
Latent Variable Plot
Complementary-log Link Function
Latent Variable Plot for QO models
Chest Pain in NZ Adults Data
Crashes on New Zealand Roads in 2009
Fitting Constrained Quadratic Ordination (CQO)
McCullagh (1989) Distribution Family Function
Extract Model Coefficients
Melbourne Daily Maximum Temperatures
Constrained (Canonical) Coefficients
Frank's Bivariate Distribution Family Function
Fitting a Dirichlet-Multinomial Distribution
Mixture of Two Univariate Normal Distributions
Mixture of Two Poisson Distributions
Differenced Zeta Distribution
Expectiles of the Normal Distribution
Enzyme Data
Fitting a Dirichlet-Multinomial Distribution
Plackett's Bivariate Copula
calibrate.qrrvglm.control
Control Function for CQO/CAO Calibration
Plackett's Bivariate Copula Family Function
Exponential Logarithmic Distribution Family Function
Calibration for CLO models (RR-VGLMs)
Relative Frequencies of Serum Proteins in White Pekin Ducklings
Add or Drop All Possible Single Terms to/from a Model
Exponential Distribution
The Exponential Integral and Variants
Redirects the User to rrvglm()
Density Plot for LMS Quantile Regression
Extended log-F Distribution
The Felix Distribution
The Exponential Geometric Distribution
Complementary Log-log Link Function
Corbet's Butterfly Data
Residual Degrees-of-Freedom
Response Variable Extracted
Constraint Matrices
Fitting a Dirichlet Distribution
Creates a Matrix of Appropriate Dimension
Toxicity trial for insects
The Fisk Distribution
2-parameter Gamma Regression Family Function
Generally--Altered, --Inflated and --Truncated Zeta
Regression
Fitted Values of a VLM object
Generally--Altered, --Inflated and --Truncated Poisson
Regression
2-parameter Gamma Regression Family Function
Generalized Rayleigh Distribution Family Function
Censored Gumbel Distribution
Generalized Poisson Regression
(GP-2 Parameterization)
Nakagami Distribution
Error Function, and variants
Extended log-F Distribution
Family Function
Erlang Distribution
Nakagami Regression Family Function
F Distribution Family Function
The Exponential Logarithmic Distribution
Fisher's Z Link Function
Exponential Link Function
Fixing a Quantile Regression having Crossing
Generally--Altered, --Inflated and --Truncated
Poisson Distribution
The Folded-Normal Distribution
Folded Normal Distribution Family Function
Generally--Altered, --Inflated and --Truncated Logarithmic
Regression
Mortality of Flour Beetles from Carbon Disulphide
Censored Normal Distribution
Generally--Altered, --Inflated and --Truncated
Negative Binomial Distribution
Fisk Distribution family function
Generalized Pareto Distribution Regression Family Function
The Generalized Extreme Value Distribution
The Generalized Pareto Distribution
Inverse Gaussian Distribution Family Function
Generalized Extreme Value Regression Family Function
Inverse Binomial Distribution Family Function
Generally--Altered, --Inflated and --Truncated
Logarithmic Distribution
Hat Values and Regression Deletion Diagnostics
1-parameter Gamma Distribution
Latent Variables
Generally--Altered, --Inflated and --Truncated
Binomial Distribution
Freund's (1961) Bivariate Extension of the Exponential Distribution
Hauck-Donner Effects: A Detection Test for Wald Tests
Leipnik Regression Family Function
Oxford Temperature Data
Link Functions
Natural Exponential Family Generalized Hyperbolic Secant Distribution
Family Function
Generalized Gamma Distribution
Generally--Altered, --Inflated and --Truncated
Zeta Distribution
The Generalized Rayleigh Distribution
1-parameter Gamma Regression Family Function
Chinese Population in New Zealand 1867--2001 Data
Perks Distribution Family Function
Paralogistic Distribution Family Function
Generalized Gamma distribution family function
Geometric (Truncated and Untruncated) Distributions
Hypergeometric Family Function
Generalized Poisson Regression
(Original Parameterization)
Gompertz Distribution
Hyperbolic Secant Regression Family Function
Generalized Poisson Regression
(GP-1 Parameterization)
Makeham Regression Family Function
log F Distribution
Gumbel Regression Family Function
The Makeham Distribution
Gamma-Ordinal Link Function
The Perks Distribution
Huber's Least Favourable Distribution
Gumbel-II Regression Family Function
Positive Bernoulli Family Function with Time and Behavioural Effects
Chi-squared Distribution
Hauck-Donner Effects: Severity Measures
The Inverse Lomax Distribution
Hormone Assay Data
Proportional Odds Model for Ordinal Regression
Method for Profiling vglm Objects
Inverse Lomax Distribution Family Function
Positive Binomial Distribution Family Function
Hunua Ranges Data
Lerch Phi Function
Michaelis-Menten Model
Extract Model Constrained/Canonical Coefficients
Mean Excess Plot
Rice Distribution Family Function
Multi-logit Link Function
Confidence Intervals for Parameters of VGLMs
Inverse Paralogistic Distribution Family Function
Multinomial Logit Model
Hunting Spider Data
Acute Myelogenous Leukemia Survival Data
LMS Quantile Regression with a Yeo-Johnson Transformation to Normality
The Laplace Distribution
Laplace Regression Family Function
Parallelism Constraint Matrices
Huber's Least Favourable Distribution Family Function
The Singh-Maddala Distribution
Expectiles/Quantiles of the Scaled Student t Distribution with 2 Df
Scaled Student t Distribution with 2 df Family Function
Test For a Smart Object
Reciprocal Inverse Gaussian distribution
The Inverse Paralogistic Distribution
Plotting the GAIT Combo Density
Skellam Distribution Family Function
Link Functions for VGLMs
Differenced Zeta Distribution Family Function
Generalized Beta Distribution Family Function
Logarithms with an Unit Offset and Exponential Term
The Kumaraswamy Distribution
The Log-Laplace Distribution
Kumaraswamy Regression Family Function
Lognormal Distribution
Logit-with-an-Offset Link Function
Log-log and Log-log-log Link Functions
Expectiles of the Exponential Distribution
New Zealand Marital Data
Marginal Effects for Several Categorical Response Models
Plotting the GAIT Combo Density from a GAIT Regression Object
Univariate Skew-Normal Distribution Family Function
Empirical Cumulative Distribution Function
Matrix Offset
Construct the Design Matrix of a VLM Object
LMS Quantile Regression with a Box-Cox transformation to a Gamma Distribution
Exponential Geometric Distribution Family Function
Exponentiated Exponential Distribution
Slash Distribution Family Function
Toxoplasmosis Data
The Topp-Leone Distribution
Venice Maximum Sea Levels Data
Plotting Functions for 'profile' Objects
Class ``vgam''
Tobit Regression
A Short-tailed Symmetric Distribution
Model Diagnostic Plots for QRR-VGLMs
Zero-Altered Binomial Distribution
von Mises Distribution Family Function
Default VGAM Plotting
The Lindley Distribution
The Generalized Beta Distribution (Libby and Novick, 1982)
Zero-Altered Geometric Distribution
Log-gamma Distribution Family Function
Low-iron Rat Teratology Data
Zero-Altered Poisson Distribution
The zero Argument in VGAM Family Functions
Loglinear Model for Three Binary Responses
Exponential Poisson Distribution Family Function
LMS Quantile Regression with a Box-Cox Transformation to Normality
The Exponential Poisson Distribution
Likelihood Ratio Test
Statistics Evaluated at the Null Values
Zero-Inflated Negative Binomial Distribution Family Function
Loglinear Model for Two Binary Responses
Likelihood Ratio Test of Nested Models
Maxwell Regression Family Function
Log Link Function, and Variants
Exchangeable Bivariate cloglog Odds-ratio Model From a
Zero-inflated Poisson Distribution
Log-Laplace and Logit-Laplace Distribution Family Functions
The Lomax Distribution
Negative Binomial Distribution Family Function
Folded Square Root Link Function
Negative Binomial Distribution Family Function With Known Size
Positive-Geometric Distribution
The Paralogistic Distribution
Predict Method for a VGLM fit
Positive Negative Binomial Distribution Family Function
Control Function for plotvgam()
The Zero/One-Inflated Beta Distribution
Ordinal Superiority
Measures
Ordinal Poisson Family Function
The Maxwell Distribution
Minimizing the L-q norm Family Function
Control Function for rrvglm()
Prentice (1974) Log-gamma Distribution
Upper Record Values from a Univariate Normal Distribution
Upper Record Values from a 1-parameter Exponential Distribution
Poisson Points Distribution
The Rice Distribution
Poisson-points-on-a-plane/volume Distances Distribution
Rhobit Link Function
Machinists Accidents
Model Formulae and Term Names for VGLMs
Latent Variable Plot for RR-VGLMs
Mills Ratio
Mixture of Two Exponential Distributions
Special Values or Quantities in a Fitted Object
Pareto(IV/III/II) Distribution Family Functions
The Skellam Distribution
Predict Method for a CQO fit
Control Function for rrvglm() Calling optim()
Pregnant Rats Toxological Experiment Data
Skew-Normal Distribution
The Generalized Beta II Distribution
Univariate Normal Distribution as a Varying-Coefficient Model
Generalized Beta Distribution of the Second Kind
Main Effects Plot for a Row-Column Interaction Model (RCIM)
Ordinal Regression with Stopping Ratios
Quantile Plot for LMS Quantile Regression
2008 and 2012 Summer Olympic Final Medal Count Data
Trivariate Normal Distribution Family Function
Undocumented and Internally Used Functions and Classes
Number of Parameters
Trivariate Normal Distribution Density and Random Variates
Retrieve One Component of ``.smart.prediction''
Undocumented Methods Functions
University California Berkeley Graduate Admissions
Rayleigh Regression Family Function
Derivatives of the Incomplete Gamma Integral
Poisson Regression
Vector Cubic Smoothing Spline
Perspective plot for QRR-VGLMs
The Poisson Lognormal Distribution
Rayleigh Distribution
Retrieves ``.smart.prediction''
General Electric and Westinghouse Data
Reciprocal Link Function
The Positive-Normal Distribution
Gompertz Regression Family Function
The Gumbel-II Distribution
Waitakere Ranges Data
Yule-Simon Distribution
Residuals for a VGLM fit
The Gumbel Distribution
Identity Link Function
Index from Array to Matrix
Quantile Crossing Detection
Does the Fitted Object Suffer from a Known Bug?
Pneumoconiosis in Coalminers Data
Plots for VGLMs
Zero-Altered Binomial Distribution
Positive Normal Distribution Family Function
Zero-Altered Negative Binomial Distribution
Zero-Altered Poisson Distribution
Zero-Inflated Negative Binomial Distribution
Control Function for QRR-VGLMs (CQO)
The Lambert W Function
Zero-Inflated Geometric Distribution Family Function
Annual catches on Lake Otamangakau from October 1974 to October 1989
Levy Distribution Family Function
Quantile Plot for Gumbel Regression
The Log-Gamma Distribution
The Tobit Distribution
Rounding of Numbers to Base 2
Positive Poisson Distribution Family Function
The Truncated Pareto Distribution
Nested Reduced-rank Autoregressive Models for Multiple
Time Series
Truncated Weibull Distribution Family Function
Topp-Leone Distribution Family Function
Control Function for vgam()
Probability Plots for Categorical Data Analysis
Power Link Function
Rao's Score Test
Statistics Evaluated at the Null Values
Fitting Vector Generalized Additive Models
Adds a List to the End of the List ``.smart.prediction''
Hauck-Donner Effects: Segmented Lines Plot
Weibull Distribution Family Function, Parameterized by the Mean
Logit Link Function
Logistic Distribution Family Function
The Two-stage Sequential Binomial Distribution Family Function
Quantile Plot for LMS Quantile Regression
Choose a model by AIC in a Stepwise Algorithm
Weibull Distribution Family Function
Smart Prediction Setup
Defining Penalized Spline Smooths in VGAM Formulas
S Expression for Smart Functions
Zero-Inflated Poisson Distribution (Yip (1988) algorithm)
Student t Distribution
Yule-Simon Family Function
Log Link Function with an Offset
Construct the Model Frame of a VLM Object
Lomax Distribution Family Function
Quasi-variances Extraction Function
The Triangle Distribution
Construct the Model Matrix of a QRR-VGLM Object
Rutherford-Geiger Polonium Data
Triangle Distribution Family Function
Singh-Maddala Distribution Family Function
Defining Smooths in VGAM Formulas
Slash Distribution
Zero-Altered Geometric Distribution
Zero-Altered Negative Binomial Distribution
Simulate Responses for VGLMs and VGAMs
Zero-Inflated Poisson Distribution Family Function
Zero- and One-Inflated Beta Distribution Family Function
Cleans Up After Smart Prediction
Defining O'Sullivan Spline Smooths in VGAM Formulas
Summarizing Penalized Vector Generalized Additive Model Fits
Zero-Inflated Binomial Distribution
Trajectory Plot
Summarizing Vector Generalized Additive Model Fits
Yeo-Johnson Transformation
Zeta Distribution Family Function
Zero-Inflated Binomial Distribution Family Function
Negative Binomial-Ordinal Link Function
Negative Binomial Canonical Link Function
Zero-Inflated Geometric Distribution
The Pareto(IV/III/II) Distributions
Pareto and Truncated Pareto Distribution Family Functions
Trajectory plot for QRR-VGLMs
Class ``vglm''
Derivatives of the Incomplete Gamma Integral (Unscaled Version)
Fitting Vector Generalized Linear Models
Density Plot for LMS Quantile Regression
Poisson-Ordinal Link Function
Positive Bernoulli Sequence Model
Positive Bernoulli Family Function with Behavioural Effects
Positive Bernoulli Family Function with Time Effects
Control Function for vglm()
The Dirichlet distribution
Yellow-bellied Prinia
Probit Link Function
Constrained Quadratic Ordination
Return Level Plot for GEV Fits
Class ``vglmff''
Zipf Distribution Family Function
Rootograms (S4 generic)
for Assessing Goodness of Fit of Probability Models
Fitting Reduced-Rank Vector Generalized Linear Models (RR-VGLMs)
Class ``rrvglm''
Simplex Distribution
Simplex Distribution Family Function
The Zipf Distribution
Determine What Mode the Smart Prediction is In
Smart Prediction
Summarizing Vector Generalized Linear Model Fits
Calculate Variance-Covariance Matrix for a Fitted
VLM or RR-VGLM
or QRR-VGLM
Object
Short-tailed Symmetric Distribution Family Function
Wald Test
Statistics Evaluated at the Null Values
Univariate Normal Distribution
Wald Distribution Family Function
Bitterness in Wine Data
Riemann's Zeta Function
Prior and Working Weights of a VGLM fit
The Zeta Distribution
The Zipf-Mandelbrot Distribution
Zero-Inflated Poisson Distribution