nlreg: Higher Order Inference for Nonlinear Heteroscedastic Models

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

Author
S 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 publication
2014-04-03 14:00:52
Maintainer
Alessandra R. Brazzale <alessandra.brazzale@unipd.it>
License
GPL (>= 2) | file LICENCE
Version
1.2-2
URLs

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