Set Valued Dynamic Treatment Regimes by Tianshuang Wu A dissertation submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy (Statistics) in The University of Michigan 2016 Doctoral Committee: Professor Susan A Murphy, Chair Professor Xuming He Assistant Professor Ambuj Tewari Associate Professor Lu Wang