1. Dimension Reduction and Sufficient Graphical Models Open Access Author: Kim, Kyongwon Title: Dimension Reduction and Sufficient Graphical Models Graduate Program: Statistics Keywords: Sufficient Dimension ReductionPost Dimension Reduction Statistical InferenceGraphical ModelsReproducing Kernel Hilbert Space File: Download Dissertation_Kyongwon_Kim.pdf Committee Members: Bing Li, Dissertation Advisor/Co-AdvisorBing Li, Committee Chair/Co-ChairDavid Russell Hunter, Committee MemberBharath Kumar Sriperumbudur, Committee MemberRongling Wu, Outside MemberEphraim Mont Hanks, Program Head/Chair