Generalized Nonlinear Models

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Documentation for package ‘gnm’ version 1.1-3

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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