complmrob: Robust Linear Regression with Compositional Data as Covariates
Version 0.6.1

Provides functionality to perform robust regression on compositional data. To get information on the distribution of the estimates, various bootstrapping methods are implemented for the compositional as well as for standard robust regression models, to provide a direct comparison between them.

AuthorDavid Kepplinger <david.kepplinger@gmail.com>
Date of publication2015-10-18 10:23:08
MaintainerDavid Kepplinger <david.kepplinger@gmail.com>
LicenseGPL (>= 2)
Version0.6.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("complmrob")

Popular man pages

bootcoefs: Bootstrap the regression coefficients for a robust linear...
bootStat-methods: Bootstrap statistics functions
confint: Calculate confidence intervals
format.perc: Simple function (just copied from the stats package) to...
isomLR: (Inverse) Isometric log-ratio transformation for...
plot.bootcoefs: Plot the distribution of the bootstrap estimates
print-methods: Print the object
See all...

All man pages Function index File listing

Man pages

bootcoefs: Bootstrap the regression coefficients for a robust linear...
bootStat-methods: Bootstrap statistics functions
complmrob: MM-type estimators for linear regression on compositional...
confint: Calculate confidence intervals
format.perc: Simple function (just copied from the stats package) to...
isomLR: (Inverse) Isometric log-ratio transformation for...
plot.bootcoefs: Plot the distribution of the bootstrap estimates
plot.complmrob: Diagnostic plots for the robust regression model with...
predictdf.complmrob.part: Predict values for a 'complmrob.part' object
print-methods: Print the object
print.summary.complmrob: Print the summary information
summary-methods: Get summary information

Functions

bootStat-methods Man page
bootStatCases Man page Source code
bootStatFast Man page Source code
bootStatFastControl Man page Source code
bootStatResiduals Man page Source code
bootcoefs Man page Source code
bootcoefs.complmrob Man page Source code
bootcoefs.lmrob Man page Source code
complmrob Man page Source code
complmrob.wrapper Source code
confint.bccomplmrob Man page Source code
confint.bclmrob Man page Source code
format.perc Man page Source code
isomLR Man page Source code
isomLRinv Man page Source code
plot.bootcoefs Man page Source code
plot.complmrob Man page Source code
predictdf.complmrob.part Man page Source code
print-methods Man page
print.bootcoefs Man page Source code
print.complmrob Man page Source code
print.summary.complmrob Man page Source code
setupCluster Source code
summary-methods Man page
summary.bccomplmrob Man page Source code
summary.bclmrob Man page Source code
summary.complmrob Man page Source code

Files

NAMESPACE
R
R/confint-methods.R
R/bootcoefs-methods.R
R/bootstrap-methods.R
R/summary-methods.R
R/plot-methods.R
R/print-methods.R
R/isomLR.R
R/complmrob.R
MD5
DESCRIPTION
ChangeLog
man
man/summary-methods.Rd
man/plot.complmrob.Rd
man/isomLR.Rd
man/confint.Rd
man/print.summary.complmrob.Rd
man/print-methods.Rd
man/predictdf.complmrob.part.Rd
man/bootcoefs.Rd
man/format.perc.Rd
man/plot.bootcoefs.Rd
man/complmrob.Rd
man/bootStat-methods.Rd
complmrob documentation built on May 19, 2017, 5:32 p.m.

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