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Theses/Dissertations from 2026

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Learning Weibull Loss Severity Models From Truncated And Censored Data, Majed Alkhasha

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Robust Linking Estimation in Item Response Theory Using Quantile Regression: Applications to the Graded Response and Generalized Partial Credit Models, Ibrahim Almansour

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Repeatability And Reproducibility Of Likelihood Ratio Estimation For Forensics Using Machine Learning: An Application To In-Silico Fire Debris Data, Cameron Ezazi

Theses/Dissertations from 2025

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Advancing Anomaly Detection with Robust and Graph-Based Learning Methods: From Support Vector Data Description to Graph Neural Networks., Emil Agbemade

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Supervised Topic Modeling for Scientific Texts: Bayesian Shrinkage Methods and Domain-Specific Applications in Forensics and Online Aggression Sciences, Amir Alipour Yengejeh

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Clustering and Classification Methods for Forensic Science Applications, Slun Booppasiri

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Robust Evaluation Framework On Adversarial Purification, Yuan Du

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Fast Differentiable Projection Layers onto High-Dimensional Polytopes for Large-Scale Predictive Modeling, Camilo Gomez

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Sparse Low-rank Tensor Logistic Regression with Applications in Neuroimaging, Michael Hurtado

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Least Squares Support Vector Data Description with Adaptive Optimizers, Daniel Markwei

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A Unified Thermodynamic Framework for Regime Discovery, Entropy-Aware Optimization, and Emergent Leadership in Flocking Systems, VICTOR NKWOCHA

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Robust Multiple Change Point Detection for Streaming Data, Randyll Pandohie

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Comparative Analysis of Estimation Techniques on Human Performance in Seek-and-Place Tasking, Adam J. Wehr

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Domain-Constrained Clustering: A Two-Stage Framework for Muscle Fiber Type Identification, Fanchao Yi

Theses/Dissertations from 2024

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Enhancing Student Graduation Rates by Mitigating Failure, Dropout, and Withdrawal in Introduction to Statistical Courses Using Statistical and Machine Learning, Shahabeddin Abbaspour Tazehkand

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Entropic Dynamics in Societal Systems: Integrating Social Physics, Computational Modeling, and Statistics for Understanding Social Change, Sahar A. Awaji

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Deep Learning One-Class Classification With Support Vector Methods, Hayden D. Hampton

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Film Adaptation of Novels Through GenAI, Joshua M. Head

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Bayesian Variable Selection with Shrinkage Priors and Generative Adversarial Networks for Fraud Detection, Amina Issoufou Anaroua

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Enhancing NFL Game Insights: Leveraging XGBoost For Advanced Football Data Analytics To Quantify Multifaceted Aspects Of Gameplay, Christopher P. Schoborg

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Advancing Medical Diagnostics: A Comprehensive Study of Fundus Image Analysis Techniques, Rui Yang

Theses/Dissertations from 2023

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Smoothing Spline Analysis of Variance Models On Accelerometer Data, Lulu Chen

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Homogeneity Test on Error Rates from Ordinal Scores and Application to Forensic Science, Ngoc Ty Nguyen

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Football By the Numbers: A Look Into Sports Analytics Currently Used in the National Football League, Christopher Schoborg

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Automated Machine Learning: Intellient Binning Data Preparation and Regularized Regression Classfier, Jianbin Zhu

Theses/Dissertations from 2022

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Change Point Detection for Streaming Data Using Support Vector Methods, Charles Harrison

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Bayesian Spatiotemporal Modeling with Gaussian Processes, Qing He

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Graph Neural Networks for Improved Interpretability and Efficiency, Patrick Pho

Theses/Dissertations from 2021

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An Evaluation of the Performance of Proc ARIMA's Identify Statement: A Data-Driven Approach using COVID-19 Cases and Deaths in Florida, Fahmida Akter Shahela

Theses/Dissertations from 2015

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Mahalanobis kernel-based support vector data description for detection of large shifts in mean vector, Vu Nguyen

Theses/Dissertations from 2014

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Statistical Analysis of Depression and Social Support Change in Arab Immigrant Women in USA, Hazhar Blbas

Theses/Dissertations from 2013

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Sparse Ridge Fusion For Linear Regression, Nozad Mahmood

Theses/Dissertations from 2006

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Modeling And Characterizations Of New Notions In Life Testing With Statistical Applications, Mohammad Sepehrifar