R: Generalized Nonlinear Models

# Generalized Nonlinear Models

## Documentation for package ‘gnm’ version 1.1-2

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Code demos. Use demo() to run them.

## Help Pages

gnm-package | Generalized Nonlinear Models
anova.gnm | Analysis of Deviance for Generalized Nonlinear Models
asGnm | Coerce Linear Model to gnm Object
backPain | Data on Back Pain Prognosis, from Anderson (1984)
barley | Jenkyn's Data on Leaf-blotch on Barley
barleyHeights | Heights of Barley Plants
cautres | Data on Class, Religion and Vote in France
checkEstimable | Check Whether One or More Parameter Combinations in a gnm Model are Identified
confint.gnm | Compute Confidence Intervals of Parameters in a Generalized Nonlinear Model
confint.profile.gnm | Compute Confidence Intervals of Parameters in a Generalized Nonlinear Model
Const | Specify a Constant in a "nonlin" Function Predictor
Diag | Equality of Two or More Factors
Dref | Specify a Diagonal Reference Term in a gnm Model Formula
DrefWeights | Specify a Diagonal Reference Term in a gnm Model Formula
erikson | Intergenerational Class Mobility in England/Wales, France and Sweden
exitInfo | Print Exit Information for gnm Fit
Exp | Specify the Exponential of a Predictor in a gnm Model Formula
expandCategorical | Expand Data Frame by Re-expressing Categorical Data as Counts
friend | Occupation of Respondents and Their Closest Friend
getContrasts | Estimated Contrasts and Standard Errors for Parameters in a gnm Model
gnm | Fitting Generalized Nonlinear Models
House2001 | Data on twenty roll calls in the US House of Representatives, 2001
instances | Specify Multiple Instances of a Nonlinear Term in a gnm Model Formula
Inv | Specify the Reciprocal of a Predictor in a gnm Model Formula
meanResiduals | Average Residuals within Factor Levels
mentalHealth | Data on Mental Health and Socioeconomic Status
model.matrix.gnm | Local Design Matrix for a Generalized Nonlinear Model
MPinv | Moore-Penrose Pseudoinverse of a Real-valued Matrix
Mult | Specify a Product of Predictors in a gnm Model Formula
MultHomog | Specify a Multiplicative Interaction with Homogeneous Effects in a gnm Model Formula
nonlin.function | Functions to Specify Nonlinear Terms in gnm Models
ofInterest | Coefficients of Interest in a Generalized Nonlinear Model
ofInterest<- | Coefficients of Interest in a Generalized Nonlinear Model
parameters | Extract Constrained and Estimated Parameters from a gnm Object
pickCoef | Get Indices or Values of Selected Model Coefficients
plot.gnm | Plot Diagnostics for a gnm Object
plot.profile.gnm | Profile Deviance for Parameters in a Generalized Nonlinear Model
predict.gnm | Predict Method for Generalized Nonlinear Models
print.summary.gnm | Summarize Generalized Nonlinear Model Fits
profile.gnm | Profile Deviance for Parameters in a Generalized Nonlinear Model
residSVD | Multiplicative Approximation of Model Residuals
se.gnm | Standard Errors of Linear Parameter Combinations in gnm Models
summary.gnm | Summarize Generalized Nonlinear Model Fits
Symm | Symmetric Interaction of Factors
termPredictors | Extract Term Contributions to Predictor
Topo | Topological Interaction of Factors
vcov.gnm | Variance-covariance Matrix for Parameters in a Generalized Nonlinear Model
voting | Data on Social Mobility and the Labour Vote
wedderburn | Wedderburn Quasi-likelihood Family
wheat | Wheat Yields from Mexican Field Trials
yaish | Class Mobility by Level of Education in Israel