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