Robust Linear Regression with Compositional Data as Covariates

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Documentation for package ‘complmrob’ version 0.7.0

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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
format.perc Simple function (just copied from the stats package) to format percentages
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