Dissertations

Currentsort descending Web Link Affiliation Graduated
Baqun Zhang Robust Statistical Method for Estimating Optimal Dynamic Treatment Regimes. North Carolina State University 2012
Chen-Yen Lin Some Recent Developments in Parametric and Nonparametric Regression Models North Carolina State University 2012
Chengchun Shi On Statistical Learning for Individualized Decision Making with Complex Data. North Carolina State University 2019
Daniel Luckett Machine Learning for Data-driven Biomedical Decision Making University of North Carolina at Chapel Hill 2018
Emil Cornea Advanced Biostatistical Methods for Curved and Censored Biomedical Data University of North Carolina at Chapel Hill 2014
Emily Butler Using Patient Preferences to Estimate Optimal Treatment Strategies for Competing Outcomes University of North Carolina at Chapel Hill 2017
Eric Reyes Complete Least Squares: A New Variable Screening and Selection Method North Carolina State University 2012
Eric Rose Methods for Dynamic Treatment Regimes North Carolina State University 2019
Fan Li Topics and Applications of Weighting Methods in Case-Control and Observational Studies Duke University School of Medicine 2019
Fan Wu Adaptive Projection Confidence Sets and Data Analyses in Personalized Medicine North Carolina State University 2015
Guangning Xu Variable Selection in Measurement Error Models North Carolina State University 2014
Guanhua Chen Statistical Learning for Biomedical Data under Various Forms of Heterogeneity University of North Carolina at Chapel Hill 2014
Hana Lee Marginal structural Cox models with case-cohort sampling University of North Carolina at Chapel Hill 2013
Hongtao Zhang Statistical Methods for Correlated Data from Observational Studies University of North Carolina at Chapel Hill 2015
Jaeun Choi Statistical Methods for Joint Analysis of Survival Time and Longitudinal Data University of North Carolina at Chapel Hill 2010
Jin Wang Semiparametric Single-Index Models for Optimal Treatment Regimens with Censored Outcomes University of North Carolina at Chapel Hill 2019
Jonathan Hibbard Harnessing Heterogeneity To Improve Patient Outcomes. University of North Carolina at Chapel Hill 2017
Kasturi Talapatra Space-filling Exploratory Experimental Design. North Carolina State University 2014
Kyle White Model-Agnostic Variable Selection Through Measurement Error Model Selection Likelihoods North Carolina State University 2017
Lin Dong Semiparametric Methods for Decision Making and Causal Effect Generalization. North Carolina State University 2019
Michelle Miranda Bayesian Analysis of Ultra-High Dimensional Neuroimaging Data University of North Carolina at Chapel Hill 2014
Min Jin Ha Graphical models for high dimensional genomic data University of North Carolina at Chapel Hill 2013
Na Zhang Variable Selection for Optimal Treatment Regimes North Carolina State University 2014
Phillip Schulte Q- and A-learning Methods for Estimating Optimal Dynamic Treatment Regimes. North Carolina State University 2012
Poulami Maitra Statistical Methods for Data from Case-Cohort Studies University of North Carolina at Chapel Hill 2018
Pourab Roy Non-parametric and Semi-parametric Estimation in Forward and Backward Recurrence Time Data University of North Carolina at Chapel Hill 2015
Qianchuan He Variable Selection, Sparse Meta-Analysis and Genetic Risk Prediction for Genome-Wide Association Studies University of North Carolina at Chapel Hill 2012
Qiang Sun On High Dimensional Sparse Regression and Its Inference University of North Carolina at Chapel Hill 2014
Rebecca Hager Optimal Dynamic Treatment Regimes from a Classification Perspective for Two Stage Studies with Survival Data. North Carolina State University 2016
Rosemary (Zhengzheng) Tang Association Analysis of Rare Varients in Sequencing Studies University of North Carolina at Chapel Hill 2014
Runchao Jiang Robust Learning for Optimal Treatment Strategy with Survival Data. North Carolina State University 2015
Ruoqing Zhu Tree-based methods for survival analysis and high-dimensional data University of North Carolina at Chapel Hill 2013
Sayan Dasgupta Non-Parametric and Semi-Parametric Methods for Parsimonious Statistical Learning with Complex Data University of North Carolina at Chapel Hill 2014
Sebastian Teran Hidalgo Applications of Independence Statistics to Goodness-Of-Fit, Multivariate Change Point Estimation and Clustering of Variables University of North Carolina at Chapel Hill 2016
Shuping Ruan Optimal Treatment Regimes under Constraints North Carolina State University 2017
Steve Hoberman Response Adaptive Designs for Highly Successful Treatments, Randomness and Relationship Detection in Clinical Trials University of North Carolina at Chapel Hill 2014
Thomas Stewart Statistical Learning with Missing Data University of North Carolina at Chapel Hill 2015
Xiaofei Bai Doubly-robust Estimators in Observational Studies with and without a Stratified Sub-sample. North Carolina State University 2014
Xin Zhou Machine Learning Techniques for Optimal Treatment Regimes University of North Carolina at Chapel Hill 2015
Yichi Zhang List-based Interpretable Dynamic Treatment Regimes. North Carolina State University 2016
Yingqi Zhao Semiparametric and nonparametric methods in data mining and statistical learning with applications in public health surveillance and personalized medicine University of North Carolina at Chapel Hill 2012
Yu Deng Generalized Change-Point Hazard Models with Censored Data University of North Carolina at Chapel Hill 2016
Yue Wang Partial Least Squares Methods for Functional Regression Models University of North Carolina at Chapel Hill 2018