CountsEPPM: Mean and Variance Modeling of Count Data

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Modeling under- and over-dispersed count data using extended Poisson process models (EPPM).

Author
David M Smith, Malcolm J Faddy
Date of publication
2016-04-19 08:59:26
Maintainer
David M. Smith <david.m.smith@truvenhealth.com>
License
GPL-2
Version
2.1

View on CRAN

Man pages

ceriodaphnia.group
Ceriodaphnia data
CountsEPPM
Fitting of EPPM models to count data.
CountsEPPM-package
Fitting of EPPM models to count and binary data.
distribution.CountsEPPM
Produce summary distributional information for fitted model.
EPPMprob
Calculation of vector of probabilities for a extended Poisson...
Faddyprob.general
Calculation of vector of probabilities for a Faddy...
Faddyprob.limiting
Calculation of vector of probabilities for the limiting form...
F.Regression.Counts
Function called by optim or LL.Regression.Counts for calling...
herons.group
Green-backed herons as two groups
LL.Regression.Counts
Function called by nlm to perform the fitting of the...
logLik.CountsEPPM
Method for CountsEPPM object
LRTruncation
Probabilities for distributions truncated on the left (lower)...
Luningetal.litters
Number of trials (implantations) in data of Luning, et al....
Model.Counts
Function for obtaining output from distributional models.
Model.Faddy
Function for Faddy distribution with log link.
Model.FaddyJMV.general
Function for a general Faddy distribution modeled by means...
Model.FaddyJMV.limiting
Function to fit the limiting form of a Faddy distribution for...
summary.CountsEPPM
Method for CountsEPPM object
takeover.bids.case
Takeover bids data.
Titanic.survivors.case
Titanic survivors data
Williams.litters
Number of trials (implantations) of data of Williams (1996).

Files in this package

CountsEPPM
CountsEPPM/NAMESPACE
CountsEPPM/data
CountsEPPM/data/herons.group.rda
CountsEPPM/data/Titanic.survivors.case.rda
CountsEPPM/data/Williams.litters.rda
CountsEPPM/data/ceriodaphnia.group.rda
CountsEPPM/data/takeover.bids.case.rda
CountsEPPM/data/Luningetal.litters.rda
CountsEPPM/R
CountsEPPM/R/Faddyprob.general.R
CountsEPPM/R/LL.Regression.Counts.R
CountsEPPM/R/EPPMprob.R
CountsEPPM/R/logLik.CountsEPPM.R
CountsEPPM/R/Model.FaddyJMV.limiting.R
CountsEPPM/R/distribution.CountsEPPM.R
CountsEPPM/R/Model.FaddyJMV.general.R
CountsEPPM/R/CountsEPPM.R
CountsEPPM/R/summary.CountsEPPM.R
CountsEPPM/R/F.Regression.Counts.R
CountsEPPM/R/Model.Faddy.R
CountsEPPM/R/Faddyprob.limiting.R
CountsEPPM/R/LRTruncation.R
CountsEPPM/R/Model.Counts.R
CountsEPPM/MD5
CountsEPPM/build
CountsEPPM/build/partial.rdb
CountsEPPM/DESCRIPTION
CountsEPPM/man
CountsEPPM/man/Titanic.survivors.case.Rd
CountsEPPM/man/Model.FaddyJMV.limiting.Rd
CountsEPPM/man/F.Regression.Counts.Rd
CountsEPPM/man/Model.Counts.Rd
CountsEPPM/man/takeover.bids.case.Rd
CountsEPPM/man/CountsEPPM.Rd
CountsEPPM/man/ceriodaphnia.group.Rd
CountsEPPM/man/LRTruncation.Rd
CountsEPPM/man/distribution.CountsEPPM.Rd
CountsEPPM/man/Williams.litters.Rd
CountsEPPM/man/logLik.CountsEPPM.Rd
CountsEPPM/man/Luningetal.litters.Rd
CountsEPPM/man/CountsEPPM-package.Rd
CountsEPPM/man/Model.Faddy.Rd
CountsEPPM/man/LL.Regression.Counts.Rd
CountsEPPM/man/herons.group.Rd
CountsEPPM/man/Model.FaddyJMV.general.Rd
CountsEPPM/man/Faddyprob.general.Rd
CountsEPPM/man/summary.CountsEPPM.Rd
CountsEPPM/man/EPPMprob.Rd
CountsEPPM/man/Faddyprob.limiting.Rd