Generalized Nonlinear Models

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Documentation for package ‘gnm’ version 1.1-5

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

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