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Author:

Chen, David

Title:

Estimating Sub-National Female Sex Worker Population Sizes in Sub-Saharan Africa with Regression Analysis

Area of Honors:

Statistics

Keywords:

HIV
Linear mixed-effects model
Female sex workers

File:

Download FSW_SSA_Size_Estimation.pdf

Thesis Supervisors:

Le Bao, Thesis Supervisor
Le Bao, Thesis Honors Advisor
Xiaoyue Niu, Faculty Reader

Author:

Vo, Christopher

Title:

The Prediction of Coronavirus Cases and an Analysis of the Factors Contributing to its Spread Across Universities in the United States

Area of Honors:

Statistics

Keywords:

Coronavirus
Artificial Neural Network
Deep Learning
Multiple Linear Regression
Support Vector Regression

File:

Download ChrisVo_Honors_Thesis.pdfDownload ANN_Covid_College_pred.pdf

Thesis Supervisors:

Lingzhou Xue, Thesis Supervisor
Le Bao, Thesis Honors Advisor

Author:

Huang, Ruijie

Title:

A Hybrid Model of Convolutional Neural Network and Gradient Boosting

Area of Honors:

Statistics

Keywords:

Image classification
machine learning
convolutional neural network
gradient boost
data analysis

File:

Download HonorThesis_RuijieHuang_FinalVersion.pdf

Thesis Supervisors:

Prabhani Kuruppumullage Don, Thesis Supervisor
Ethan Xingyuan Fang, Thesis Honors Advisor

Author:

Ogunrombi, Ayooluwatomiwa

Title:

How Wildfires are Affecting the Insurance Market in California

Area of Honors:

Statistics

Keywords:

Wildfires
Insurance
California

File:

Download Ogunrombi_Ayooluwatomiwa_How_Wildfires_are_Affecting_the_Insurance_Market_in_California_.pdf

Thesis Supervisors:

Dennis Keith Pearl, Thesis Supervisor
Ethan Xingyuan Fang, Thesis Honors Advisor

Author:

Insley, Drew

Title:

A Qualitative Approach to Predicting the Success of NFL Draftees

Area of Honors:

Statistics

Keywords:

NFL
Sports Analytics
Statistics
Machine Learning

File:

Download Insley_Thesis.pdf

Thesis Supervisors:

Andrew John Wiesner, Thesis Supervisor
Matthew D Beckman, Thesis Honors Advisor

Author:

Luo, Zhuolin

Title:

Robustness of LIME on Image Classification Models

Area of Honors:

Statistics

Keywords:

Explainable Artificial Intelligence
Convolutional Neural Network
Image Classification
LIME
Robustness of LIME
Trustworthiness of AI
Interpretability

File:

Download thesis_ZL.pdf

Thesis Supervisors:

Jia Li, Thesis Supervisor
Priyangi Kanchana Bulathsinhala, Thesis Honors Advisor

Author:

Kroboth, Kyle

Title:

Optimizing Roster Composition in Major League Baseball

Area of Honors:

Statistics

Keywords:

sports
analytics
baseball
market size
regression
statistics
linear

File:

Download Honors_Thesis_-_Roster_Composition_-_KK.pdf

Thesis Supervisors:

Andrew John Wiesner, Thesis Supervisor
Matthew D Beckman, Thesis Honors Advisor

Author:

Miller, Christopher

Title:

Predicting the Outcome of the Final Sixteen Teams in College Basketball Using Time Series Analysis and Markov Chains

Area of Honors:

Statistics

Keywords:

Statistics
College Basketball
Time-Series

File:

Download Miller_Christopher_PredicitingMarchMadnessTimeSeries.pdf

Thesis Supervisors:

Andrew John Wiesner, Thesis Supervisor
David Hunter, Thesis Honors Advisor

Author:

Sim, Julian

Title:

Comparing Efficacy of Secondary School Bell Schedules at Mitigating Infectious Diseases

Area of Honors:

Statistics

Keywords:

Statistics
Infectious Disease
Networks
ERGM
Epidemiology
Graph Theory
EpiModel

File:

Download Sim_Julian_Comparing_Efficacy_Of_Secondary_School_Bell_Schedules_At_Mitigating_Infectious_Diseases.pdf

Thesis Supervisors:

David Hunter, Thesis Supervisor
Matthew D Beckman, Thesis Honors Advisor

Author:

Gabbireddy, Vineeth

Title:

Evaluating Orderbook Imbalance as a Midpoint Forecaster

Area of Honors:

Statistics

Keywords:

Orderbook Imbalance
HFT
Market Making

File:

Download Thesis-_Gabireddy_corrected.pdf

Thesis Supervisors:

Christoph Hinkelmann, Thesis Supervisor
Matthew D Beckman, Thesis Honors Advisor