1. Linear Regression, Mixture Modeling, and Gradient Boosting to Predict Box Office Revenue: Leveraging Machine Learning in Volatile Industries Open Access Author: Pevner, Joseph Title: Linear Regression, Mixture Modeling, and Gradient Boosting to Predict Box Office Revenue: Leveraging Machine Learning in Volatile Industries Area of Honors: Finance Keywords: Machine LearningFinanceFilm File: Download JosephPevnerThesis.pdf Thesis Supervisors: Lingzhou Xue, Thesis SupervisorBrian Spangler Davis, Thesis Honors Advisor
2. A-ManPG for sparse PCA via penalized matrix approximation Restricted (Penn State Only) Author: Huang, Justin Title: A-ManPG for sparse PCA via penalized matrix approximation Area of Honors: Statistics Keywords: machine learningpcaunsupervised learningoptimizationsparse pca File: Login to Download Thesis Supervisors: Lingzhou Xue, Thesis SupervisorMatthew D Beckman, Thesis Honors Advisor