1. Predictive Modeling for High Dimensional Longitudinal Data Restricted (Penn State Only) Author: Liang, Junjie Title: Predictive Modeling for High Dimensional Longitudinal Data Graduate Program: Informatics Keywords: Longitudinal data analysislongitudinal correlationcluster correlationGaussian ProcessFactorization Machines File: Login to Download Committee Members: Xiang Zhang, Major Field MemberLin Lin, Outside Unit & Field MemberSuhang Wang, Major Field MemberVasant Honavar, Chair & Dissertation AdvisorMary Beth Rosson, Program Head/Chair