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