complmrob: Robust Linear Regression with Compositional Data as Covariates

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.

Author
David Kepplinger <david.kepplinger@gmail.com>
Date of publication
2015-10-18 10:23:08
Maintainer
David Kepplinger <david.kepplinger@gmail.com>
License
GPL (>= 2)
Version
0.6.1

View on CRAN

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

Files in this package

complmrob
complmrob/NAMESPACE
complmrob/R
complmrob/R/confint-methods.R
complmrob/R/bootcoefs-methods.R
complmrob/R/bootstrap-methods.R
complmrob/R/summary-methods.R
complmrob/R/plot-methods.R
complmrob/R/print-methods.R
complmrob/R/isomLR.R
complmrob/R/complmrob.R
complmrob/MD5
complmrob/DESCRIPTION
complmrob/ChangeLog
complmrob/man
complmrob/man/summary-methods.Rd
complmrob/man/plot.complmrob.Rd
complmrob/man/isomLR.Rd
complmrob/man/confint.Rd
complmrob/man/print.summary.complmrob.Rd
complmrob/man/print-methods.Rd
complmrob/man/predictdf.complmrob.part.Rd
complmrob/man/bootcoefs.Rd
complmrob/man/format.perc.Rd
complmrob/man/plot.bootcoefs.Rd
complmrob/man/complmrob.Rd
complmrob/man/bootStat-methods.Rd