# Augmented SCRDA

## Documentation for package ‘ascrda’ version 1.15

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

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.