Software

PRESDR: Probability-enhanced sufficient dimension reduction in binary classification.

PWSVM: Principal weighted support vector machine for sufficient dimension reduction in binary classification.

SVRPATH package: Entire regularization Paths for the support vector regressions

ROCSVM.PATH package: Entire Regulraization Paths for the roc-optimizing support vector machine

WSVMPATH: Two dimensional solution surfaces for Weighted Support Vector Machine (available upon request)

KQRPATH: Two dimensional solution surfaces for Kernel Quantile Regression (available upon request)

BWD package: Backward Detection for Multiple Change Points 

LFSPRO package: Risk prediction for Li-Fraumeni Syndrom

LFSPRO Shinyapp

PROBSVM package: Conditional Class Probability Estimation for Support Vector Machines