1. Procedures for Feature Screening and Interaction Identification in High-dimensional Data Modelling Open Access Author: Zhang, Ling Title: Procedures for Feature Screening and Interaction Identification in High-dimensional Data Modelling Graduate Program: Statistics Keywords: Sure Joint ScreeningFeature ScreeningInteraction Identification``King'' VariableInteraction TypesIteratively Kings' ForestsFeature ScreeningInteraction IdentificationIteratively Kings' ForestsSure Joint ScreeningCox Model File: Download Dissertation_of_Ling_Zhang.pdf Committee Members: Runze Li, Dissertation Advisor/Co-AdvisorRunze Li, Committee Chair/Co-ChairZhibiao Zhao, Committee MemberYanyuan Ma, Committee MemberRongling Wu, Outside Member
2. Statistical Inference for High Dimensional Models Restricted (Penn State Only) Author: Cui, Shijie Title: Statistical Inference for High Dimensional Models Graduate Program: Statistics (PHD) Keywords: statisticsstatistical inferencehigh dimensionpartially linear single indexmatrixrankdouble robustmeasurement errormisspecifiedsparse SVD File: Login to Download Committee Members: Lingzhou Xue, Major Field MemberYanyuan Ma, Major Field MemberRongling Wu, Outside Unit & Field MemberBing Li, Major Field MemberRunze Li, Chair & Dissertation AdvisorEphraim Mont Hanks, Professor in Charge/Director of Graduate Studies