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