Theses/Dissertations from 2024
Statistical Approaches For The Early Detection Of Colorectal Cancer Using Longitudinal Biomarkers, Emily Berry
Bayesian Variational Inference in Keyword Identification and Multiple Instance Classification, Yaofang Hu
Epigenomics-Based Approaches to Predict Transcriptional Regulators, Zeyu Lu
Bayesian and Deep Generative Modeling in Immunology, Yuqiu Yang
Theses/Dissertations from 2023
Development of Bayesian Hierarchical Methods involving Meta-Analysis, Jackson Barth
Optimizing Tumor Xenograft Experiments Using Bayesian Linear and Nonlinear Mixed Modelling and Reinforcement Learning, Mary Lena Bleile
A Comparison of Confidence Intervals in State Space Models, Jinyu Du
Bayesian Statistical Modeling of Spatially Resolved Transcriptomics Data, Xi Jiang
Statistical Methods for Evaluating Treatment Effects from Surgical Registry Data, Hang Nguyen
Contributions to Causal Inference in Observational Studies, Jenny Park, Daniel F. Heitjan, and Christy Boling Turer
Influence Diagnostics for Generalized Estimating Equations Applied to Correlated Categorical Data, Louis Vazquez
Deep Learning Prediction and Its Application in Antimicrobial Resistance, Yiqing Wang
Interpretable Word-Level Sentiment Analysis With Attention-Based Multiple Instance Classification Models, Chenyu Yang
Deep Learning for Microbiome-based Integrative Modeling and Microbial Biomarkers Identification, Sen Yang
Optimal Experimental Planning of Reliability Experiments Based on Coherent Systems, Yang Yu
Bayesian Methods for Random-Effects Meta-Analysis of Rare Binary Events in Biomedical Research, Ming Zhang
Theses/Dissertations from 2022
Compositional Datasets and the Nested Dirichlet Distribution, Bianca Luedeker
Regression Modeling of Complex Survival Data based on Pseudo-Observations, Rong Rong
Dynamic Prediction for Alternating Recurrent Events Using a Semiparametric Joint Frailty Model, Jaehyeon Yun
Theses/Dissertations from 2021
Bayesian Statistical Modeling of Metagenomics Sequencing Data, Shuang Jiang
Estimation Of Parameters Of Gamma And Generalized Gamma Distributions Based On Censored Experimental Data, Xiangwen Shang
Exact Inference for Meta-Analysis of Rare Events and Its Application in Human Genetics, Yanqiu Shao
Differential Methods In Modern Biological Data Analysis, Micah Thornton
Bayesian Multiple Instance Learning with Application to Cancer Detection Using TCR Repertoire Sequencing Data, DANYI XIONG
Ultra-High Dimensional Bayesian Variable Selection With Lasso-Type Priors, Can Xu
Theses/Dissertations from 2020
Sensitivity Analysis for Incomplete Data and Causal Inference, Heng Chen
Causal Inference and Prediction on Observational Data with Survival Outcomes, Xiaofei Chen
Integrating Different Data Sources for Estimation of Total with Unknown Population Size, Zhaoce Liu
Statistical Models and Analysis of Univariate and Multivariate Degradation Data, Lochana Palayangoda
Bayesian Semi-supervised Keyphrase Extraction and Jackknife Empirical Likelihood for Assessing Heterogeneity in Meta-analysis, GUANSHEN WANG
Statistical Modeling of High-throughput Sequencing Data and Spatially Resolved Transcriptomic Data, Shen Yin
Examining Multiple Imputation for Measurement Error Correction in Count Data with Excess Zeros, Shalima Zalsha
Improved Statistical Methods for Time-series and Lifetime Data, Xiaojie Zhu
Theses/Dissertations from 2019
Estimation and Variable Selection in High-Dimensional Settings with Mismeasured Observations, Michael Byrd
Sample Size Calculation of Clinical Trials with Correlated Outcomes, Dateng Li
Clinical Trial Design and Analysis, Shuang Li
Modeling Stochastically Intransitive Relationships in Paired Comparison Data, Ryan Patrick Alexander McShane
Advances in Measurement Error Modeling, Linh Nghiem
Robust And Adaptive Design Approaches For Stepped Wedge Cluster Randomized Trials, Jijia Wang
Samples, Unite! Understanding the Effects of Matching Errors on Estimation of Total when Combining Data Sources, Benjamin Williams
Sample Size Considerations for Clustered and Correlated Outcomes in Clinical Research, XIAOHAN XU
Inference of Heterogeneity in Meta-analysis of Rare Binary Events and RSS-structured Cluster Randomized Studies, Chiyu Zhang
Theses/Dissertations from 2018
Discrete Ranked Set Sampling, Heng Cui
Statistical Analysis In Cancer Survivorship, zhiyun Ge
Developing Statistical Methods For Data From Platforms Measuring Gene Expression, Gaoxiang Jia
Association Tests for Genetic Effect and Its Interaction with Environmental Factors, Zhengyang Zhou
