addreg: Additive Regression for Discrete Data

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Methods for fitting identity-link GLMs and GAMs to discrete data, using EM-type algorithms with more stable convergence properties than standard methods.

Author
Mark W. Donoghoe <mark.donoghoe@mq.edu.au>
Date of publication
2015-05-12 09:16:18
Maintainer
Mark W. Donoghoe <mark.donoghoe@mq.edu.au>
License
GPL (>= 2)
Version
2.0

View on CRAN

Man pages

addbin
Fitting Additive Binomial Regression Models
addreg
Additive Regression for Discrete Data
addreg.allref
Parameterisation for CEM Algorithm
addreg.control
Auxiliary for Controlling addreg Fitting
addreg.design
Construct Design Matrix for addreg Model
addreg-package
Additive Regression for Discrete Data
addreg.smooth
Smooth Additive Regression for Discrete Data
addreg.smooth.allref
Parameterisation for CEM Algorithm with Smooth Terms
addreg.smooth.design
Construct Design Matrix for addreg.smooth Model
anova.addreg
Analysis of Deviance for addreg Fits
B.Iso
Defining Smooths in addreg.smooth Formulae
confint.addreg
Confidence Intervals for addreg Model Parameters
contr.isotonic
Contrast Matrix for Isotonic Covariate
conv.test
Convergence Test Based on L2 Norm
interpret.addreg.smooth
Interpret an addreg.smooth Formula
negbin1
Family Functions for Negative Binomial 1 Models
nnnegbin
ECME Algorithm for Additive Negative Binomial 1 Model
nnpois
EM Algorithm for Identity-link Poisson GLM
plot.addreg.smooth
Default addreg.smooth Plotting
predict.addreg
Predict Method for addreg Fits
predict.addreg.smooth
Predict Method for addreg.smooth Fits
summary.addreg
Summarizing addreg Model Fits
vcov.addreg
Calculate Variance-Covariance Matrix for a Fitted addreg...

Files in this package

addreg
addreg/NAMESPACE
addreg/R
addreg/R/print.summary.addreg.r
addreg/R/anova.addreglist.r
addreg/R/addreg.control.r
addreg/R/addreg.design.r
addreg/R/B.r
addreg/R/addreg.reparameterise.r
addreg/R/addreg.smooth.allref.r
addreg/R/nnpois.r
addreg/R/print.addreg.r
addreg/R/vcov.addreg.r
addreg/R/addbin.r
addreg/R/addreg.smooth.design.r
addreg/R/interpret.addreg.smooth.r
addreg/R/checkXminmax.r
addreg/R/Iso.r
addreg/R/addreg.r
addreg/R/predict.addreg.smooth.r
addreg/R/addreg.smooth.reparameterise.r
addreg/R/anova.addreg.r
addreg/R/addreg.allref.r
addreg/R/plot.addreg.smooth.r
addreg/R/confint.addreg.r
addreg/R/nnnegbin.r
addreg/R/summary.addreg.r
addreg/R/negbin1.r
addreg/R/contr.isotonic.r
addreg/R/addreg.smooth.r
addreg/R/conv.test.r
addreg/R/predict.addreg.r
addreg/R/getXminmax.r
addreg/MD5
addreg/DESCRIPTION
addreg/ChangeLog
addreg/man
addreg/man/predict.addreg.Rd
addreg/man/addbin.Rd
addreg/man/interpret.addreg.smooth.Rd
addreg/man/addreg.smooth.design.Rd
addreg/man/negbin1.Rd
addreg/man/predict.addreg.smooth.Rd
addreg/man/anova.addreg.Rd
addreg/man/addreg.Rd
addreg/man/B.Iso.Rd
addreg/man/addreg.design.Rd
addreg/man/addreg-package.Rd
addreg/man/addreg.smooth.Rd
addreg/man/confint.addreg.Rd
addreg/man/nnnegbin.Rd
addreg/man/addreg.smooth.allref.Rd
addreg/man/nnpois.Rd
addreg/man/contr.isotonic.Rd
addreg/man/summary.addreg.Rd
addreg/man/vcov.addreg.Rd
addreg/man/addreg.allref.Rd
addreg/man/addreg.control.Rd
addreg/man/plot.addreg.smooth.Rd
addreg/man/conv.test.Rd