1. Kernel Machine Methods With Applications to High-throughout Data Open Access Author: Zhan, Xiang Title: Kernel Machine Methods With Applications to High-throughout Data Graduate Program: Statistics Keywords: Kernel machinesReproducing kernel Hilbert spaceGenome-wide association studyMetabolite differential analysis File: Download Xiang_Zhan-Dissertation.pdf Committee Members: Debashis Ghosh, Dissertation Advisor/Co-AdvisorDebashis Ghosh, Committee Chair/Co-ChairQunhua Li, Committee MemberAndrew David Patterson, Committee MemberYu Zhang, Committee Member