nlreg: Higher Order Inference for Nonlinear Heteroscedastic Models

Likelihood inference based on higher order approximations for nonlinear models with possibly non constant variance

AuthorS original by Alessandra R. Brazzale <alessandra.brazzale@unipd.it> and Ruggero Bellio <ruggero.bellio@uniud.it>. R port by Alessandra R. Brazzale <alessandra.brazzale@unipd.it>, following earlier work by Douglas Bates.
Date of publication2014-04-03 14:00:52
MaintainerAlessandra R. Brazzale <alessandra.brazzale@unipd.it>
LicenseGPL (>= 2) | file LICENCE
Version1.2-2
http://www.r-project.org
http://statwww.epfl.ch/AA/

View on CRAN

Man pages

all.profiles.nlreg: Support for function 'profile.nlreg'

C1: Six Herbicide Data Sets

chlorsulfuron: Chlorsulfuron Data

coef.nlreg: Use coef() on a 'nlreg' object

contour.all.nlreg.profiles: Contour Method for 'nlreg' Objects

daphnia: 'Daphnia Magna' Data

Dmean: Differentiate the Mean Function of a Nonlinear Model

Dvar: Differentiate the Variance Function of a Nonlinear Model

expInfo: Returns the Expected Information Matrix - Generic Function

expInfo.nlreg: Expected Information Matrix for 'nlreg' Objects

fitted.nlreg: Use fitted() on a 'nlreg' object

helicopter: Helicopter Data

logLik.nlreg: Compute the Log Likelihood for Nonlinear Heteroscedastic...

metsulfuron: Metsulfuron Methyl Data

mpl: Maximum Adjusted Profile Likelihood Estimation - Generic...

mpl.nlreg: Maximum Adjusted Profile Likelihood Estimates for a 'nlreg'...

mpl.object: Maximum Adjusted Profile Likelihood Object

nlreg: Fit a Nonlinear Heteroscedastic Model via Maximum Likelihood

nlreg.contours.object: Contour Object for Nonlinear Heteroscedastic Models

nlreg.diag: Nonlinear Heteroscedastic Model Diagnostics

nlreg.object: Nonlinear Heteroscedastic Model Object

nlreg-package: Higher Order Inference for Nonlinear Heteroscedastic Models

nlreg.profile.objects: Profile Objects for Nonlinear Heteroscedastic Models

obsInfo: Returns the Observed Information Matrix - Generic Function

obsInfo.nlreg: Observed Information Matrix for 'nlreg' Objects

param: Extract All Parameters from a Model - Generic Function

param.nlreg: Use param() on a 'nlreg' object

plot.nlreg.contours: Use plot() on a 'nlreg.contours' object

plot.nlreg.diag: Diagnostic Plots for Nonlinear Heteroscedastic Models

plot.nlreg.profiles: Use plot() on a 'profile.nlreg' and 'all.profiles.nlreg'...

print.mpl: Use print() on a 'mpl' object

print.nlreg: Use print() on a 'nlreg' object

print.nlreg.contours: Use print() on a 'nlreg.contours' object

print.nlreg.profiles: Use print() on a 'nlreg.profile' and 'all.nlreg.profiles'...

print.summary.mpl: Use print() on a 'summary.mpl' object

print.summary.nlreg: Use print() on a 'summary.nlreg' object

print.summary.nlreg.profiles: Use print() on a 'summary.nlreg.profile' and...

profile.nlreg: Profile Method for 'nlreg' Objects

qStheta: Support for 'nlreg' package of 'hoa' bundle

residuals.nlreg: Use residuals() on a 'nlreg' object

ria: Radioimmunoassay Data

summary.all.nlreg.profiles: Summary Method for Objects of Class 'all.nlreg.profiles'

summary.mpl: Summary Method for 'mpl' Objects

summary.nlreg: Summary Method for Nonlinear Heteroscedastic Models

summary.nlreg.profile: Summary Method for Objects of Class 'nlreg.profile'

var2cor: Convert Covariance Matrix to Correlation Matrix - Generic...

var2cor.nlregmpl: Use var2cor() on a 'nlreg' and 'mpl' object

Files in this package

nlreg
nlreg/COPYING
nlreg/inst
nlreg/inst/CITATION
nlreg/inst/vignettes
nlreg/inst/vignettes/Rnews-paper.Rnw
nlreg/inst/vignettes/Rnews-paper.pdf
nlreg/NAMESPACE
nlreg/data
nlreg/data/C4.rda
nlreg/data/C3.rda
nlreg/data/helicopter.rda
nlreg/data/M2.rda
nlreg/data/C1.rda
nlreg/data/daphnia.rda
nlreg/data/C2.rda
nlreg/data/ria.rda
nlreg/data/chlorsulfuron.rda
nlreg/data/metsulfuron.rda
nlreg/data/M4.rda
nlreg/R
nlreg/R/nlreg.R nlreg/R/zzz.R
nlreg/MD5
nlreg/DESCRIPTION
nlreg/LICENCE
nlreg/man
nlreg/man/expInfo.Rd nlreg/man/summary.nlreg.Rd nlreg/man/profile.nlreg.Rd nlreg/man/var2cor.nlregmpl.Rd nlreg/man/metsulfuron.Rd nlreg/man/summary.mpl.Rd nlreg/man/print.nlreg.Rd nlreg/man/fitted.nlreg.Rd nlreg/man/chlorsulfuron.Rd nlreg/man/print.summary.mpl.Rd nlreg/man/print.nlreg.profiles.Rd nlreg/man/param.Rd nlreg/man/print.summary.nlreg.Rd nlreg/man/nlreg.object.Rd nlreg/man/logLik.nlreg.Rd nlreg/man/daphnia.Rd nlreg/man/coef.nlreg.Rd nlreg/man/all.profiles.nlreg.Rd nlreg/man/mpl.Rd nlreg/man/Dmean.Rd nlreg/man/plot.nlreg.profiles.Rd nlreg/man/nlreg-package.Rd nlreg/man/nlreg.profile.objects.Rd nlreg/man/residuals.nlreg.Rd nlreg/man/param.nlreg.Rd nlreg/man/nlreg.contours.object.Rd nlreg/man/print.mpl.Rd nlreg/man/ria.Rd nlreg/man/plot.nlreg.diag.Rd nlreg/man/helicopter.Rd nlreg/man/expInfo.nlreg.Rd nlreg/man/obsInfo.nlreg.Rd nlreg/man/var2cor.Rd nlreg/man/C1.Rd nlreg/man/Dvar.Rd nlreg/man/mpl.object.Rd nlreg/man/summary.all.nlreg.profiles.Rd nlreg/man/nlreg.Rd nlreg/man/contour.all.nlreg.profiles.Rd nlreg/man/print.summary.nlreg.profiles.Rd nlreg/man/summary.nlreg.profile.Rd nlreg/man/plot.nlreg.contours.Rd nlreg/man/mpl.nlreg.Rd nlreg/man/qStheta.Rd nlreg/man/nlreg.diag.Rd nlreg/man/print.nlreg.contours.Rd nlreg/man/obsInfo.Rd
nlreg/INDEX
nlreg/CHANGES

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