Augmented SCRDA

Documentation for package ‘ascrda’ version 1.15

ascrda-package	Augmented shrunken centroid discriminant analysis
ascrda	Test error rate for ASCRDA
FitDLDA	Diagonal linear/quadratic discriminant analysis
FitkNN	kNN classification
FitPAM	Shrunken Centroid (Predictive Analysis) DA
FitRda	Regularized Discriminant Analysis
FitSvm	Classification using Support Vector Machine
getTrainTest	Form training and test samples using delete-d method stratified sampling.
khat	Optimal k in kNN using pseudolikelihood
nnc	Computes nearest neighbor autocovariates
nncTest	Nearest neighbor autocovariates for test data
Spira	Microarray experiment with smokers
synma	Generate training and test synthetic microarray datasets with Q=2 classes.