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