RCPmod: Regions of Common Profiles Modelling with Mixtures-of-Experts
Version 2.154

Identifies regions of common (species) profiles (RCPs), possibly when sampling artefacts are present. Within a region the probability of sampling all species remains approximately constant. This is performed using mixtures-of-experts models. The package also contains associated methods, such as diagnostics.

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AuthorScott D. Foster
Date of publication2016-09-22 16:50:46
MaintainerScott Foster <scott.foster@csiro.au>
LicenseGPL (>= 2)
Version2.154
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("RCPmod")

Man pages

AIC.regimix: Information criterion for a regimix model.
coef.regimix: A regimix objects coefficients.
cooks.distance.regimix: Calculates leave-some-out statistics for a regimix object,...
extractAIC.regimix: Extracts the AIC for a regimix model.
logLik.regimix: The log likelihood for a regimix model.
orderFitted: Assesses classification error and re-orders parameters for...
plot.regimix: Plots residuals from a regimix x.
plot.registab: Diagnostic plotting to see if RCP groups are stable
predict.regimix: Predicts from a regimix object.
print.regimix: Prints a regimix object.
regiboot: Bootstraps a regimix object.
regimix: Fits a regimix model.
residuals.regimix: Residuals for a regimix object.
simRCPdata: Simulates from a regimix model
stability.regimix: Diagnostic checks to see if RCP groups are stable
summary.regimix: Summarises a regimix object.
vcov.regimix: Variance matrix for a regimix object.

Functions

AIC.regimix Man page
BIC.regimix Man page
coef.regimix Man page
cooks.distance.regimix Man page
extractAIC.regimix Man page
logLik.regimix Man page
orderFitted Man page
orderPost Man page
plot.regimix Man page
plot.registab Man page
predict.regimix Man page
print.regimix Man page
regiboot Man page
regimix Man page
regimix.multifit Man page
residuals.regimix Man page
simRCPdata Man page
stability.regimix Man page
summary.regimix Man page
vcov.regimix Man page

Files

inst
inst/CITATION
src
src/myDerivs4.cc
src/rcp4.h
src/myParms4.cc
src/myOptCont4.cc
src/rcp4.cc
src/rcpPred4.h
src/myData4.cc
src/rcpPred4.cc
src/allClasses4.cc
src/myFits4.cc
src/Tweedie.h
src/Tweedie.cc
src/TweedieDeriv.cc
NAMESPACE
R
R/RCPmod.R
R/sysdata.rda
MD5
DESCRIPTION
man
man/AIC.regimix.Rd
man/orderFitted.Rd
man/simRCPdata.Rd
man/plot.regimix.Rd
man/print.regimix.Rd
man/summary.regimix.Rd
man/residuals.regimix.Rd
man/regimix.Rd
man/extractAIC.regimix.Rd
man/regiboot.Rd
man/plot.registab.Rd
man/stability.regimix.Rd
man/vcov.regimix.Rd
man/logLik.regimix.Rd
man/predict.regimix.Rd
man/cooks.distance.regimix.Rd
man/coef.regimix.Rd
INDEX
RCPmod documentation built on May 19, 2017, 11:53 p.m.