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Author:

Huang, Justin

Title:

A-ManPG for sparse PCA via penalized matrix approximation

Area of Honors:

Statistics

Keywords:

machine learning
pca
unsupervised learning
optimization
sparse pca

File:

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Thesis Supervisors:

Lingzhou Xue, Thesis Supervisor
Matthew D Beckman, Thesis Honors Advisor

Author:

Licata, Michael

Title:

An Evaluation of Stein Thinning for the Post-Processing of Markov Chain Monte Carlo Linear Regression Output

Area of Honors:

Statistics

Keywords:

Markov Chain Monte Carlo
Stein Thinning
Zero Variance Control Variates
Linear Regression
Bayesian Statistics
Post Processing

File:

Download Final_Schreyer_Thesis_MichaelLicata.pdf

Thesis Supervisors:

Stephen Berg, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Author:

Kakkar, Sagan

Title:

Advanced Techniques for Fraudulent Transaction Detection: A Statistical and Machine Learning Approach

Area of Honors:

Statistics

Keywords:

Machine Learning
Statisitical Analysis
Fraud Detection
Data Science
Statisitcs

File:

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Thesis Supervisors:

Yubai Yuan, Thesis Supervisor
John Yen, Thesis Honors Advisor
Cindy Lin, Faculty Reader

Author:

Zerbe, Malcolm

Title:

Projecting MLB Pitcher Performance with Pitch Grades

Area of Honors:

Statistics

Keywords:

Baseball
MLB
Machine Learning

File:

Download honors_thesis_mtz3.pdf

Thesis Supervisors:

Matt Slifko, Thesis Supervisor
Andrew John Wiesner, Thesis Honors Advisor