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1. SOCCER ANALYTICS: AN EXAMINATION OF CURRENT APPROACHES FOR GAME OUTCOME PREDICTION AND THE POTENTIAL OF DEEP LEARNING WITH ARTIFICIAL NEURAL NETWORKS

open_access
Open Access
Author:
Gomez Lorente, Juan
Title:
SOCCER ANALYTICS: AN EXAMINATION OF CURRENT APPROACHES FOR GAME OUTCOME PREDICTION AND THE POTENTIAL OF DEEP LEARNING WITH ARTIFICIAL NEURAL NETWORKS
Area of Honors:
Industrial Engineering
Keywords:
Machine Learning
Deep Learning
Neural Networks
Artificial Neural Networks
Poisson Regression
Soccer
Sports Analytics
Betting
Predictive Modelling
Moneyball Analytics
SoftMax Classifier
Regression
effects encoding
feed-forward networks
backpropagation
gradient descent
resilient backpropagation
Newton's Method
Taylor Series expansion
Manhattan Rule
Broyden–Fletcher–Goldfarb–Shanno algorithm
BFGS
Quasi-Newton Methods
File:
Download Juan_GomezLorente.pdf
Thesis Supervisors:
Hui Yang, Thesis Supervisor
Dr. Catherine Mary Harmonosky, Thesis Honors Advisor

3. New Mexico, Water, and Climate Resilience: An Overview of New Mexican Hydrology with Statistical Micro-Risk Assessment

open_access
Open Access
Author:
St. Pierre, Elijah
Title:
New Mexico, Water, and Climate Resilience: An Overview of New Mexican Hydrology with Statistical Micro-Risk Assessment
Area of Honors:
Geosciences
Keywords:
New Mexico
Climate Change
Water Resources
Regression
policy
File:
Download Thesis__St._Pierre.pdf
Thesis Supervisors:
Richard B Alley, Thesis Supervisor
Maureen Feineman, Thesis Honors Advisor

4. Examination of Calendar Effect and Sentiment Analysis on Bitcoin

open_access
Open Access
Author:
Liu, Chen Han
Title:
Examination of Calendar Effect and Sentiment Analysis on Bitcoin
Area of Honors:
Finance
Keywords:
Sentiment effect
Bitcoin
Efficient market
Regression
Power ratio
Python
Calendar Effect
Sentiment Analysis
Bitcoin
Efficient Market Hypothesis
Regression
Power Ratio
VADER
Python
File:
Download Examination_of_Calendar_Effect_and_Sentiment_Analysis_on_Bitcoin2.pdf
Thesis Supervisors:
Brian Spangler Davis, Thesis Supervisor
Brian Spangler Davis, Thesis Honors Advisor
Quanwei Cao, Faculty Reader

5. REITs and Inflation: The Recent Performance of REITs During the Periods of Varying Inflation

open_access
Open Access
Author:
Patel, Yash
Title:
REITs and Inflation: The Recent Performance of REITs During the Periods of Varying Inflation
Area of Honors:
Finance
Keywords:
REIT
REITS
Real Estate
Real Estate Investment Trust
Inflation
Hedge
Asset
Returns
CPI
Consumer Price Index
Regression
OLS
Ordinary Least Squares
Private
Public
Investment
Investing
Correlation
Market
Stocks
Trading
File:
Download Yash_N_Patel.pdf
Thesis Supervisors:
Eva Steiner, Thesis Supervisor
Brian Spangler Davis, Thesis Honors Advisor

6. US Federal Political Candidate Self-Loaning Behavior: Non-Market Interest Rates, Tax, and Campaign Finance Law Implications

restricted_to_institution
Restricted (Penn State Only)
Author:
Setzenfand, Ryan
Title:
US Federal Political Candidate Self-Loaning Behavior: Non-Market Interest Rates, Tax, and Campaign Finance Law Implications
Area of Honors:
Accounting
Keywords:
Campaign loan
Campaign finance
Interest rates
Candidate
Applicable Federal Rate
Ted Cruz for Senate
et al.
v. Federal Election Commission
Supreme Court
President
Congress
Tax
Ethics and Compliance
Regression
Below-Market Loans
Above-Market Loans
Non-Market Loans
IRS
Bipartisan Campaign Reform Act of 2002
Politician Campaign Loan Paradox
Credit card
Personal loan
File:
Login to Download
Thesis Supervisors:
Robert Hills, Thesis Supervisor
Samuel Burton Bonsall, IV, Thesis Honors Advisor