1. Varying-Coefficient Models: New Models, Inference Procedures, and Applications Open Access Author: Wang, Yang Title: Varying-Coefficient Models: New Models, Inference Procedures, and Applications Graduate Program: Statistics Keywords: Monte Carlo simulationsemi-parametricsemiparametricnonparametric regressionkernel regressionlocal likelihoodgeneralized likelihood ratio testcross validationTime-varying-coefficient modelNonlinearLocal LinearVarying-coefficient Modelforecastingbandwidthbootstrapingbootstrap File: Download phdthesis.pdf Committee Members: Runze Li, Committee Chair/Co-ChairJingzhi Huang, Committee Chair/Co-ChairJames Landis Rosenberger, Committee MemberDamla Senturk, Committee Member
2. Inference of Gene Regulatory Network Based on Gene Expression Dynamics in Response to Environmental Signals Open Access Author: Wang, Yaqun Title: Inference of Gene Regulatory Network Based on Gene Expression Dynamics in Response to Environmental Signals Graduate Program: Statistics Keywords: Gene Regulatory NetworkGene ExpressionGene ClusterDBNOrdinary Differential EquationGene-Environment Interaction File: Download YaqunWang-Dissertation_Final.pdf Committee Members: Rongling Wu, Dissertation Advisor/Co-AdvisorRongling Wu, Committee Chair/Co-ChairRunze Li, Dissertation Advisor/Co-AdvisorRunze Li, Committee Chair/Co-ChairZhibiao Zhao, Committee MemberDonna Coffman, Committee Member
3. A Block Mixture Model To Map Eqtls For Gene Clustering Open Access Author: Wang, Ningtao Title: A Block Mixture Model To Map Eqtls For Gene Clustering Graduate Program: Statistics Keywords: block mixture modeleQTLgene cluster File: Download Ningtao_Wang-Dissertation.pdf Committee Members: Rongling Wu, Dissertation Advisor/Co-AdvisorRunze Li, Dissertation Advisor/Co-AdvisorLingzhou Xue, Committee MemberJohn Edward Carlson, Committee Member
4. SEMIPARAMETRIC ESTIMATION AND INFERENCE FOR CONDITIONAL VALUE-AT-RISK AND EXPECTED SHORTFALL Open Access Author: Wang, Chuan-Sheng Title: SEMIPARAMETRIC ESTIMATION AND INFERENCE FOR CONDITIONAL VALUE-AT-RISK AND EXPECTED SHORTFALL Graduate Program: Statistics Keywords: BootstrapConditional expected shortfallConditional Value-at-RiskNonlinear time seriesQuantile regressionSemiparametric methods File: Download Chuan-Sheng_s_Dissertation_-_Final.pdf Committee Members: Zhibiao Zhao, Dissertation Advisor/Co-AdvisorZhibiao Zhao, Committee Chair/Co-ChairRunze Li, Committee MemberLingzhou Xue, Committee MemberFuqing Zhang, Outside Member
