1. Robust Nonparametric and Semiparametric Modeling Open Access Author: Kai, Bo Title: Robust Nonparametric and Semiparametric Modeling Graduate Program: Statistics Keywords: Nonparametric SmoothingSemiparametric ModelingRobust StatisticsQuantile Regression File: Download PhDThesis_Bo_Kai.pdf Committee Members: Runze Li, Committee Chair/Co-ChairDavid R. Hunter, Committee MemberDamla Senturk, Committee MemberVernon M. Chinchilli, Committee Member
2. Statistical Learning of Complex Large-Scale Dynamic Systems Open Access Author: Lee, Kevin Haeseung Title: Statistical Learning of Complex Large-Scale Dynamic Systems Graduate Program: Statistics Keywords: Statistical learningModel-based clusteringDynamic networksGraphical modelEM algorithmVariational inference File: Download Kevin_Lee_Dissertation.pdf Committee Members: Lingzhou Xue, Dissertation Advisor/Co-AdvisorLingzhou Xue, Committee Chair/Co-ChairDavid R. Hunter, Committee MemberRunze Li, Committee MemberNanyin Zhang, Outside MemberMark S. Handcock, Special Member