1. A Naïve Methodology for Imputing Missing Survey Information due to Survey Skip Conditions Restricted (Penn State Only) Author: Hopkins, Grant Title: A Naïve Methodology for Imputing Missing Survey Information due to Survey Skip Conditions Area of Honors: Statistics Keywords: Population-Based HIV Impact AssessmentsSurveyDeduction-Complete DatasetSkip ConditionMissing DataSequentially Asked Questions File: Login to Download Thesis Supervisors: Le Bao, Thesis SupervisorMatthew D Beckman, 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
3. Advanced Techniques for Fraudulent Transaction Detection: A Statistical and Machine Learning Approach Restricted (Penn State Only) Author: Kakkar, Sagan Title: Advanced Techniques for Fraudulent Transaction Detection: A Statistical and Machine Learning Approach Area of Honors: Statistics Keywords: Machine LearningStatisitical AnalysisFraud DetectionData ScienceStatisitcs File: Login to Download Thesis Supervisors: Yubai Yuan, Thesis SupervisorJohn Yen, Thesis Honors AdvisorCindy Lin, Faculty Reader