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Publications by Xiaotong Shen

Simultaneous Grouping Pursuit and Feature Selection Over an Undirected Graph

Journal of the American Statistical Association

English

A Powerful and Adaptive Association Test for Rare Variants

English

Adjusting for Population Stratification in a Fine Scale With Principal Components and Sequencing Data

Genetic Epidemiology

English

A Two-Step Penalized Regression Method With Networked Predictors

Statistics in Biosciences

Molecular Biology

English

Incorporating Predictor Network in Penalized Regression With Application to Microarray Data

Molecular Biology

Applied Mathematics

Biological Sciences

English

Support Vector Machines With Disease-Gene-Centric Network Penalty for High Dimensional Microarray Data

Statistics and its Interface

Applied Mathematics

English

On Transductive Support Vector Machines

Contemporary Mathematics

English