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Theses/Dissertations from 2024

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Hierarchical Spatial Abundance Models for Migratory Shorebirds, Md Shahbaz Alam

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Sparse Neural Network to Enhance Performance Under Limited Parameter Constraints., Nailah Rawnaq

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GAN with Skip Patch Discriminator for Biological Electron Microscopy Image Generation, Nishith Ranjon Roy

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Automatic Appraisals of Houses, Robert Sloan Scroggin

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A Two-Part Validation Study of the Sexual Minority Identity Emotion Scale, Henrietta Kadi Tettey-Tawiah

Theses/Dissertations from 2023

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Characterization of Public Opinion on Severity of Mental Illness and HIV Based on Individual Traits Using Hierarchical Multi-category Probit Models, Md Moinul Ahsan

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Analyses of Effect Indices Across Single-Case Research Designs in Counseling, Cian L. Brown

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Comparative Analysis of Teacher Effects Parameters in Models Used for Assessing School Effectiveness: Value-Added Models & Persistence, Merlin J. Kamgue

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Comparing Predictive Performance of GARCH and Stochastic Volatility Models, Swapnaneel Nath

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Bayesian Learning of Spatiotemporal Source Distribution for Beached Microplastic in the Gulf of Mexico, David Pojunas

Theses/Dissertations from 2022

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Hypothesis Testing and Parameter Estimation in Mixture Cure Models for Cancer Survival Data, Mohammod Mahmudur Rahman

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Multi-trophic Biodiversity Increases with Increasing Structural Complexity of Forest Canopy, Ayanna St. Rose

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MLE and EAP Methods for Estimating Ability Scores for Data of Varying Sample Size and Item Length, Sahar Taji

Theses/Dissertations from 2021

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Evaluating The Efficiency of Markov Chain Monte Carlo Algorithms, Thuy Scanlon

Theses/Dissertations from 2020

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Assessing Differential Item Functioning in the Perceived Stress Scale, Nana Amma Berko Asamoah

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Effect of Predictor Dependence on Variable Selection for Linear and Log-Linear Regression, Apu Chandra Das

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Quantifying the Simultaneous Effect of Socio-Economic Predictors and Build Environment on Spatial Crime Trends, Alfieri Daniel Ek

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Comparative Evaluation of Statistical Dependence Measures, Eman Abdel Rahman Ibrahim

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Effects of Parental Migration on Education and Personality: Evidence from Indonesia, Kyle Sullivan

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Gene Set Testing by Distance Correlation, Sho-Hsien Su

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Measuring Sexual Excitation and Sexual Inhibition in a Dutch-Speaking Sample, Malachi Willis

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Conditional Distance Correlation Test for Gene Expression Level, DNA Methylation Level and Copy Number, Shanshan Zhang

Theses/Dissertations from 2019

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Spatio-Temporal Prediction of Arkansas Gubernatorial Election, Michael Harris

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Detecting Differentially Co-Expressed Gene Modules Via The Edge-Count Test, Anne Gratius Lin

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A Hidden Markov Factor Analysis Framework for Seizure Detection in Epilepsy Patients, Mahboubeh Madadi

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Effect of Cross-Validation on the Output of Multiple Testing Procedures, Josh Dallas Price

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Spatio-Temporal Analysis of Tree Ring Chronology and Precipitation, Ruizhe Yin

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A Bayesian Framework for Estimating Seismic Wave Arrival Time, Hua Zhong

Theses/Dissertations from 2018

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Adapting to Sparsity and Heavy Tailed Data, Mohamed Abdelkader Abba

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Sequential Inference for Hidden Markov Models, Michael Ellis

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Spatio-Temporal Reconstruction of Remote Sensing Observations, Kamrul Khan

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Comparison of Correlation, Partial Correlation, and Conditional Mutual Information for Interaction Effects Screening in Generalized Linear Models, Ji Li

Theses/Dissertations from 2017

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Bayesian Model for Detection of Outliers in Linear Regression with Application to Longitudinal Data, Zahraa Al-Sharea

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Identifying Three-Way Gene Interactions from Microarray Data using Kolmogorov-Smirnov and Cross-Match Tests, Shubhashree Khadka

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A Bayesian Variable Selection Method with Applications to Spatial Data, Xiahan Tang

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A Linear-Linear Growth Model with Individual Change Point and its Application to ECLS-K Data, Ping Zhang

Theses/Dissertations from 2016

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Statistical Modeling of the Temporal Dynamics in a Large Scale-Citation Network, Luis Javier Ek Jr.

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Analysis of Break-Points in Financial Time Series, Jean Remy Habimana

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Identification of Biomarkers for the Overall Survival of Ovarian Cancer Patients, Kristi Mai

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Monte Carlo Methods in Bayesian Inference: Theory, Methods and Applications, Huarui Zhang