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Author:

Mc Intyre, Thomas

Title:

Bootstrap Methods Within Bayesian Networks For Estimating Statistics Students Knowledge of Hypothesis Tests

Area of Honors:

Statistics

Keywords:

bootstrapping
R
R Shiny Apps
Bayesian Networks
Educational Application
Hypothesis Testing
"bnlearn" R Package

File:

Download THOMAS_MCINTYRE_THESIS.pdf

Thesis Supervisors:

Dennis Keith Pearl, Thesis Supervisor
Dennis Keith Pearl, Thesis Honors Advisor
Michelle Elaine Paret, Faculty Reader

Author:

Wang, Tianhao

Title:

Predicting Ant Movements in Analog Filtering and Recurrent Neural Networks

Area of Honors:

Statistics

Keywords:

Analog Filtering; Recurrent Neural Network

File:

Download thesis_tianhao_wang_final.pdf

Thesis Supervisors:

Ephraim Mont Hanks, Thesis Supervisor
David Russell Hunter, Thesis Honors Advisor

Author:

Zhang, Yinqi

Title:

Clustering Time-Evolving Bipartite Networks

Area of Honors:

Statistics

Keywords:

Model-based clustering
variational expectation-maximization algorithm
network analysis
bipartite networks

File:

Download ayzhang_honors_thesis.pdf

Thesis Supervisors:

Lingzhou Xue, Thesis Supervisor
David Russell Hunter, Thesis Honors Advisor

Author:

Ting, Angela

Title:

Predicting CRISPR-CAS9 Genome Editing Outcomes with Machine Learning Methods

Area of Honors:

Statistics

Keywords:

statistics

File:

Download thesis_ting.pdf

Thesis Supervisors:

Qunhua Li, Thesis Supervisor
David Russell Hunter, Thesis Honors Advisor

Author:

Wu, Yutong

Title:

Genetic Analysis for Parkinson’s disease

Area of Honors:

Statistics

Keywords:

Statistics
Biostatistics

File:

Download Wu_Yutong_GENETIC_ANALYSIS_FOR_PARKINSONS_DISEASE.pdf

Thesis Supervisors:

Daisy Lahaina Philtron, Thesis Supervisor
David Russell Hunter, Thesis Honors Advisor

Author:

Slayton, Joshua

Title:

And the Oscar Goes to... (An Application and Comparison of Models Used to Predict the Winner of the Academy Award for Best Picture)

Area of Honors:

Statistics

Keywords:

statistics
logistic regression
decision tree
leave-one-out cross validation
oscars
academy awards
best picture
prediction
data analysis
classification
regression

File:

Download Slayton_Josh_AndTheOscarGoesTo.pdf

Thesis Supervisors:

Michael Rutter, Thesis Supervisor
Michael Rutter, Thesis Honors Advisor
Terry Mark Blakney, Faculty Reader

Author:

Zhang, Shunqi

Title:

analysis of Statistical teaching software -- Shiny App

Area of Honors:

Statistics

Keywords:

R Shiny Apps
Bayesian Network
Matching Distribution
Generalized Linear Mixed Models
Correlation Guessing
Cross Correlation

File:

Download Honor_Thesis.pdf

Thesis Supervisors:

Dennis Keith Pearl, Thesis Supervisor
Dennis Keith Pearl, Thesis Honors Advisor
Matthew D Beckman, Faculty Reader

Author:

Liang, Deric

Title:

Unintentional Single-Family Loan Price and Approval Discrimination on Race through Financial Deserts

Area of Honors:

Statistics

Keywords:

statistics
economics
mortgages
financial deserts
discrimination
regression
regularization
regression tree
market competition

File:

Download LiangDericThesis_FINAL.pdf

Thesis Supervisors:

Qi Li, Thesis Supervisor
Jia Li, Thesis Honors Advisor

Author:

Setar, Nathaniel

Title:

The Effect of Overlapping Generations on Inferences of Genetic Population Structure

Area of Honors:

Statistics

Keywords:

Population Genetics
fastSTRUCTURE
Overlapping Generations
Coral
Bioinformatics

File:

Download Thesis_Final_Setar.pdf

Thesis Supervisors:

Iliana Brigitta Baums, Thesis Supervisor
Le Bao, Thesis Honors Advisor

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