8 citations · 13 across the 5 of their papers we have counts for
5 papers
Asymptotic optimality of sparse linear discriminant analysis with arbitrary number of classes
Ruiyan Luo, Xin Qi
Many sparse linear discriminant analysis (LDA) methods have been proposed to overcome the major problems of the classic LDA in high-dimensional settings. However, the asymptotic op…
Sparse Fisher's discriminant analysis with thresholded linear constraints
Ruiyan Luo, Xin Qi
Various regularized linear discriminant analysis (LDA) methods have been proposed to address the problems of the classic methods in high-dimensional settings. Asymptotic optimality…
Signal extraction approach for sparse multivariate response regression
Ruiyan Luo, Xin Qi
In this paper, we consider multivariate response regression models with high dimensional predictor variables. One way to model the correlation among the response variables is throu…
Bayesian hierarchical modeling for signaling pathway inference from single cell interventional data
Ruiyan Luo, Hongyu Zhao
Recent technological advances have made it possible to simultaneously measure multiple protein activities at the single cell level. With such data collected under different stimula…
Modeling substitution and indel processes for AFLP marker evolution and phylogenetic inference
Ruiyan Luo, Bret Larget
The amplified fragment length polymorphism (AFLP) method produces anonymous genetic markers from throughout a genome. We extend the nucleotide substitution model of AFLP evolution…