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