High dimensional discriminant rules with shrinkage estimators of the covariance matrix and mean vector

Jaehoan Kim, Hoyoung Park, Junyong Park

Linear discriminant analysis (LDA) is a typical method for classification problems with large dimensions and small samples. There are various types of LDA methods that are based on…