Generalized Nonlinear Models


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Documentation for package `gnm' version 0.8-5

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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
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
Diag Equality of Two or More Factors
Dref gnm Plug-in Function to Fit Diagonal Reference Terms
erikson Intergenerational Class Mobility in England/Wales, France and Sweden
exitInfo Print Exit Information for gnm Fit
Exp Specify a Multiplicative Interaction 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
getModelFrame Get the Model Frame in Use by 'gnm'
gnm Fitting Generalized Nonlinear Models
House2001 Data on twenty roll calls in the US House of Representatives, 2001
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 Multiplicative Interaction in a gnm Model Formula
MultHomog gnm Plug-in Function to Fit Multiplicative Interactions with Homogeneous Effects
Nonlin Specify a Special Nonlinear Term in a Model Formula
occupationalStatus Data on Occupational Status of Fathers and their Sons
ofInterest Coefficents of Interest in a Generalized Nonlinear Model
parameters Extract Constrained and Estimated Parameters from a gnm Object
pickCoef Get Indices For Selected Model Coefficients
plot.gnm Plot Diagnostics for a gnm Object
plot.profile.gnm Profile Deviance for Parameters in a Generalized Nonlinear Model
print.summary.gnm Summarize Generalized Nonlinear Model Fits
profile.gnm Profile Deviance for Parameters in a Generalized Nonlinear Model
qrSolve Minimum-length solution of a linear system
residSVD Multiplicative Approximation of Model Residuals
se 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