hoa: Higher Order Likelihood Inference

Performs likelihood-based inference for a wide range of regression models. Provides higher-order approximations for inference based on extensions of saddlepoint type arguments as discussed in the book Applied Asymptotics: Case Studies in Small-Sample Statistics by Brazzale, Davison, and Reid (2007).

AuthorR port by Alessandra R. Brazzale <alessandra.brazzale@unipd.it>, following earlier work by Douglas Bates. The function tem is based on work by Anthony Davison <Anthony.Davison@epfl.ch>
Date of publication2015-08-12 00:35:40
MaintainerAlex-Antoine Fortin <alex@fortin.bio>
LicenseGPL (>= 2) | file LICENCE
Version2.1.4
http://www.r-project.org
http://statwww.epfl.ch/AA/

View on CRAN

Man pages

aids: AIDS Symptoms and AZT Use Data

airway: Airway Data

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

anova.rsm: ANOVA Table for a RSM Object

anova.rsmlist: Use anova() on a "rsmlist" object

babies: Crying Babies Data

C1: Six Herbicide Data Sets

chlorsulfuron: Chlorsulfuron Data

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

cond: Approximate Conditional Inference - Generic Function

cond.glm: Approximate Conditional Inference for Logistic and Loglinear...

cond.object: Approximate Conditional Inference Object

cond.rsm: Approximate Conditional Inference in Regression-Scale Models

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

daphnia: 'Daphnia Magna' Data

darwin: Darwin's Data on Growth Rates of Plants

Dmean: Differentiate the Mean Function of a Nonlinear Model

dormicum: Dormicum Data

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

family.cond: Use family() on a "cond" object

family.rsm: Use family() on a "rsm" object

family.rsm.object: Family Object for Regression-Scale Models

family.summary.cond: Use family() on a "summary.cond" object

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

fraudulent: Fraudulent Automobile Insurance Claims Data

fungal: Fungal Infections Treatment Data

helicopter: Helicopter Data

hoa: Higher Order Likelihood Inference

houses: House Price Data

Huber: Huber's Least Favourable Distribution

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

logLik.rsm: Compute the Log Likelihood for Regression-Scale Models

make.family.rsm: Support for RSM Family Functions

marg.object: Approximate Marginal Inference Object

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.profile.objects: Profile Objects for Nonlinear Heteroscedastic Models

nuclear: Nuclear Power Station Data

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.cond: Generate Plots for an Approximate Conditional Inference...

plot.fr: Plot a fr Object

plot.marg: Generate Plots for an Approximate Marginal Inference 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.cond: Use print() on a "cond" object

print.family.rsm: Use print() on a "family.rsm" object

print.marg: Use print() on a "marg" object

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.rsm: Use print() on a "rsm" object

print.summary.cond: Use print() on a "summary.cond" object

print.summary.marg: Use print() on a "summary.marg" object

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...

print.summary.rsm: Use print() on a "summary.rsm" object

profile.nlreg: Profile Method for 'nlreg' Objects

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

rabbits: Rabbits Data

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

residuals.rsm: Compute Residuals for Regression-Scale Models

ria: Radioimmunoassay Data

rsm: Fit a Regression-Scale Model

rsm.diag: Diagnostics for Regression-Scale Models

rsm.diag.plots: Diagnostic Plots for Regression-Scale Models

rsm.dispersion: Support for Functions rsm.fit and rsm.surv

rsm.distributions: RSM Family Support Object

rsm.families: Generate a RSM Family Object

rsm.fit: Fit a Regression-Scale Model Without Computing the Model...

rsm.null: Fit an Empty Regression-Scale Model

rsm.object: Regression-Scale Model Object

rsm.surv: Fit a Regression-Scale Model Without Computing the Model...

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

summary.cond: Summary Method for Objects of Class "cond"

summary.fr: Likelihood-Based Confidence Intervals Based on fr Object

summary.marg: Summary Method for Objects of Class "marg"

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'

summary.rsm: Summary Method for Regression-Scale Models

tem: Tangent exponential model: Higher Order Likelihood...

update.rsm: Update and Re-fit a RSM Model Call

urine: Urine Data

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

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

vcov.rsm: Calculate Variance-Covariance Matrix for a Fitted RSM Model

venice: Sea Level Data

Files in this package

hoa
hoa/COPYING
hoa/inst
hoa/inst/CITATION
hoa/inst/margdemo.R
hoa/inst/doc
hoa/inst/doc/Rnews-paper.Rnw
hoa/inst/doc/Rnews-paper.R
hoa/inst/doc/Rnews-paper.pdf
hoa/NAMESPACE
hoa/data
hoa/data/fraudulent.rda
hoa/data/nuclear.rda
hoa/data/C4.rda
hoa/data/C3.rda
hoa/data/helicopter.rda
hoa/data/dormicum.rda
hoa/data/babies.rda
hoa/data/houses.rda
hoa/data/M2.rda
hoa/data/C1.rda
hoa/data/daphnia.rda
hoa/data/C2.rda
hoa/data/venice.rda
hoa/data/ria.rda
hoa/data/chlorsulfuron.rda
hoa/data/airway.rda
hoa/data/darwin.rda
hoa/data/aids.rda
hoa/data/urine.rda
hoa/data/metsulfuron.rda
hoa/data/fungal.rda
hoa/data/rabbits.rda
hoa/data/M4.rda
hoa/R
hoa/R/cond.R hoa/R/nlreg.R hoa/R/marg.R hoa/R/tem.R
hoa/vignettes
hoa/vignettes/Rnews-paper.Rnw
hoa/MD5
hoa/build
hoa/build/vignette.rds
hoa/DESCRIPTION
hoa/LICENCE
hoa/man
hoa/man/print.summary.marg.Rd hoa/man/expInfo.Rd hoa/man/summary.marg.Rd hoa/man/print.family.rsm.Rd hoa/man/summary.nlreg.Rd hoa/man/update.rsm.Rd hoa/man/rsm.diag.plots.Rd hoa/man/profile.nlreg.Rd hoa/man/logLik.rsm.Rd hoa/man/cond.rsm.Rd hoa/man/var2cor.nlregmpl.Rd hoa/man/anova.rsmlist.Rd hoa/man/metsulfuron.Rd hoa/man/summary.mpl.Rd hoa/man/print.nlreg.Rd hoa/man/fitted.nlreg.Rd hoa/man/anova.rsm.Rd hoa/man/chlorsulfuron.Rd hoa/man/print.summary.mpl.Rd hoa/man/print.nlreg.profiles.Rd hoa/man/marg.object.Rd hoa/man/cond.Rd hoa/man/param.Rd hoa/man/summary.rsm.Rd hoa/man/print.summary.nlreg.Rd hoa/man/cond.object.Rd hoa/man/family.summary.cond.Rd hoa/man/fraudulent.Rd hoa/man/family.cond.Rd hoa/man/nlreg.object.Rd hoa/man/logLik.nlreg.Rd hoa/man/daphnia.Rd hoa/man/coef.nlreg.Rd hoa/man/rsm.families.Rd hoa/man/all.profiles.nlreg.Rd hoa/man/mpl.Rd hoa/man/Dmean.Rd hoa/man/rsm.dispersion.Rd hoa/man/plot.nlreg.profiles.Rd hoa/man/cond.glm.Rd hoa/man/urine.Rd hoa/man/vcov.rsm.Rd hoa/man/fungal.Rd hoa/man/babies.Rd hoa/man/rsm.null.Rd hoa/man/nlreg.profile.objects.Rd hoa/man/aids.Rd hoa/man/tem.Rd hoa/man/residuals.nlreg.Rd hoa/man/rsm.object.Rd hoa/man/rsm.diag.Rd hoa/man/param.nlreg.Rd hoa/man/print.rsm.Rd hoa/man/nlreg.contours.object.Rd hoa/man/print.mpl.Rd hoa/man/summary.cond.Rd hoa/man/ria.Rd hoa/man/plot.nlreg.diag.Rd hoa/man/helicopter.Rd hoa/man/expInfo.nlreg.Rd hoa/man/obsInfo.nlreg.Rd hoa/man/plot.cond.Rd hoa/man/make.family.rsm.Rd hoa/man/rsm.Rd hoa/man/var2cor.Rd hoa/man/C1.Rd hoa/man/plot.marg.Rd hoa/man/Dvar.Rd hoa/man/mpl.object.Rd hoa/man/print.cond.Rd hoa/man/dormicum.Rd hoa/man/rsm.distributions.Rd hoa/man/summary.all.nlreg.profiles.Rd hoa/man/nlreg.Rd hoa/man/contour.all.nlreg.profiles.Rd hoa/man/venice.Rd hoa/man/rabbits.Rd hoa/man/Huber.Rd hoa/man/print.summary.nlreg.profiles.Rd hoa/man/nuclear.Rd hoa/man/plot.fr.Rd hoa/man/summary.nlreg.profile.Rd hoa/man/houses.Rd hoa/man/rsm.fit.Rd hoa/man/summary.fr.Rd hoa/man/plot.nlreg.contours.Rd hoa/man/hoa.Rd hoa/man/residuals.rsm.Rd hoa/man/airway.Rd hoa/man/mpl.nlreg.Rd hoa/man/family.rsm.object.Rd hoa/man/print.marg.Rd hoa/man/family.rsm.Rd hoa/man/qStheta.Rd hoa/man/print.summary.rsm.Rd hoa/man/nlreg.diag.Rd hoa/man/print.nlreg.contours.Rd hoa/man/rsm.surv.Rd hoa/man/darwin.Rd hoa/man/obsInfo.Rd hoa/man/print.summary.cond.Rd
hoa/CHANGES

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