Quantile Classifier

Documentation for package ‘quantileDA’ version 1.2

ais	Australian Institute of Sport data
balanced.folds	Internal function used in the cross-validation of the quantile classifier
centroidcl	A function that performs the centroid classifier
fn_vw	Internal function for the quantile classifier with variable-wise thetas
galtonskew	A function that compute the Galton's skewness
init.theta	Internal function for the quantile classifier
kelleyskew	A function that compute the Kelley's skewness
mapClass	Internal function for the quantile classifier
misc	Misclassification error
permute.rows	Internal function used by the quantile classifier
plot.quantileDA	Internal function for plotting the results of the quantile classifier
print.quantileDA	Internal function for printing the results of the quantile classifier
quantilecl	A function that applies the quantile classifier for a given set of quantile probabilities and selects the best quantile classifier in the training set.
quantilecl.vw	A function to apply the quantile classifier that uses a different optimal quantile probability for each variable
quantileCV	A function to cross-validate the quantile classifier
skewness	A function that compute the conventional skewness measure
theta.cl	A function to perform the quantile classifier for a given quantile probability