1. Multi-block ADMM Algorithms for High-dimensional Sparse Estimation Open Access Author: Wen, Jiawei Title: Multi-block ADMM Algorithms for High-dimensional Sparse Estimation Graduate Program: Statistics Keywords: Feature partitionAlternating direction method of multipliersHigh dimensional data File: Download jiawei_dissertation.pdf Committee Members: Runze Li, Dissertation Advisor/Co-AdvisorRunze Li, Committee Chair/Co-ChairEthan Xingyuan Fang, Committee Chair/Co-ChairLingzhou Xue, Committee MemberHelen Marie Kamens, Outside MemberEphraim Mont Hanks, Program Head/ChairEthan Xingyuan Fang, Dissertation Advisor/Co-Advisor