1. Advances in Forward Sufficient Dimension Reduction Methods for Statistical Learning Restricted (Penn State Only) Author: Quach, Harris Title: Advances in Forward Sufficient Dimension Reduction Methods for Statistical Learning Graduate Program: Statistics Keywords: ordinal datafunctional dataclassificationouter product of canonical gradientstensor product of gradientslocal linear function on function regressionk-means tuning File: Login to Download Committee Members: Ephraim Mont Hanks, Professor in Charge/Director of Graduate StudiesBharath Kumar Sriperumbudur, Major Field MemberYanyuan Ma, Major Field MemberBing Li, Chair & Dissertation AdvisorAlexei Novikov, Outside Unit & Field Member