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