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