Robust Linear Regression with Compositional Data as Covariates

Documentation for package ‘complmrob’ version 0.7.1

bootcoefs	Bootstrap the regression coefficients for a robust linear regression model
bootcoefs.complmrob	Bootstrap the regression coefficients for a robust linear regression model
bootcoefs.lmrob	Bootstrap the regression coefficients for a robust linear regression model
bootStat-methods	Bootstrap statistics functions
bootStatCases	Bootstrap statistics functions
bootStatFast	Bootstrap statistics functions
bootStatFastControl	Bootstrap statistics functions
bootStatResiduals	Bootstrap statistics functions
complmrob	MM-type estimators for linear regression on compositional data
confint.bccomplmrob	Calculate confidence intervals
confint.bclmrob	Calculate confidence intervals
isomLR	(Inverse) Isometric log-ratio transformation for compositional data
isomLRinv	(Inverse) Isometric log-ratio transformation for compositional data
plot.bootcoefs	Plot the distribution of the bootstrap estimates
plot.complmrob	Diagnostic plots for the robust regression model with compositional covariates
print-methods	Print the object
print.bootcoefs	Print the object
print.complmrob	Print the object
print.summary.complmrob	Print the summary information
summary-methods	Get summary information
summary.bccomplmrob	Get summary information
summary.bclmrob	Get summary information
summary.complmrob	Get summary information