1. BAYESIAN NONPARAMETRIC MODELING OF CATEGORICAL DATA WITH APPLICATIONS TO DYNAMIC DATA-DRIVEN SYSTEMS Open Access Author: Xiong, Sihan Title: BAYESIAN NONPARAMETRIC MODELING OF CATEGORICAL DATA WITH APPLICATIONS TO DYNAMIC DATA-DRIVEN SYSTEMS Graduate Program: Mechanical Engineering Keywords: Bayesian nonparametricCausal inferencePanel DataVariational InferenceSequential ClassificationInformation fusion File: Download thesis_submit.pdf Committee Members: Asok Ray, Dissertation Advisor/Co-AdvisorAsok Ray, Committee Chair/Co-ChairShashi Phoha, Committee MemberChristopher D. Rahn, Committee MemberMark Levi, Outside Member