Stacy Cobb, who is now a graduate of the PhD program and working as a biostatistician for UNC Healthcare in Morrisville, N.C. 2021 Weifeng Wang MPLE: Maximum K-subtree Pseudo-likelihood Methods for Phylogeny Reconstruction Advisor: Liang Liu Initial Job Placement: Statistician at Walmart Labs Ilsuk Kang Statistical and Deep Learning for Data Objects with Non-Euclidean Metrics Advisor: Cheolwoo Park Initial Job Placement: PostDoc, Fred Hutchinson Cancer Research Center Hyunnam Ryu Topological Data Analysis for Studying Brain Functional Connectivity Advisor: Nicole Lazar Initial Job Placement: Associate Research Scientist, Columbia University Eunsil Seok Learning Multimodal Data using Deep Neural Networks in Classification Advisor: Nicole Lazar Initial Job Placement: Postdoc, NYU Langone Health Wanxue Zou Classification and Regression Tree for Symbolic Data Advisor: Lynne Billard Initial Job Placement: Statistician, Regeneron Kristen Knight Multi-Modal Data Fusion of Neuroimaging Genetics for the Discovery of Alzheimer's Disease Pathology Advisor: Liang Liu Initial Job Placement: Postdoc, Center for Imaging of Neurodegenerative Diseases, School of Medicine, University of California San Francisco Seung Woo Kwak Differential privacy and its applications Advisor: Jeongyoun Ahn Initial Job Placement: Postdoc, NYU Langone Health Ye Wang Novel Statistical methods and applications in Quantum computing, Biomedicine, and Networks for Big Data Advisor: Ping Ma Initial Job Placement: Statistician, State Farm (ATL) Honghe Jin Copula Theory on the Histogram-valued Data Advisor: Lynne Billard Initial Job Placement: Statistician, Wells Fargo Ziyang Ma New Regularization Methods for Supervised Learning with High-dimensional Data Advisor: Jeongyoun Ahn Initial Job Placement: Statistician, Wells Fargo Jinyang Chen Applications of Emerging Technologies to Statistical Learning Advisor: Cheolwoo Park Initial Job Placement: Statistican, Dow Chemical Juhyung Lee Some Bayesian Contributions to Small Area Estimation Advisor: Gauri Datta Initial Job Placement: Lecturer, Department of Statistics, University of Florida 2020 Murilo Masaru Da Silva Dimension Reduction in Time Series Under the Presence of Conditional Heteroscedasticity Advisors: T.N. Sriram and Yuan Ke Initial Job Placement: Data Specialist, Ton (Stone Co.), Brazil Tawanda Benesi Improved EM-type Algorithms for fitting marginal zero-inflated regression models to clustered data Advisor: Daniel B. Hall Initial Job Placement: Assistant Professor of Instruction, Temple University Cristian Caranica Stochastic models for genetic networks Advisor: Johnathan Arnold Initial Job Placement: Postdoc, Jackson Laboratories in Bar Harbor Maine Hee Cheol Chung Some contributions to statistical inference on small sample size data: small area estimation and and high-dimension low-sample size data analysis. Advisor: Gauri Datta Initial Job Placement: Postdoc, Texas A&M Cheng Meng Data Reduction in Non-parametric Statistical Analysis and Optimal Transport Methods Advisor: Wenxuan Zhong Initial Job Placement: Assistant Professor, TsingHua University JC Poythress Regularization Techniques for Statistical Methods Utilizing Matrix/Tensor Decompositions Advisor: Jeongyoun Ahn Initial Job Placement: Assistant Professor, University of New Hampshire Ben Washington An Adapted VAR-EM Imputation of Climate Data and Statistical Downscaling of Temperature, Precipitation, and Solar Radiation in Puerto Rico Advisor: Lynne Seymour Initial Job Placement: Statistician, EPA Jingyi Zhang Data Fusion for Heterogeneous Data and Its Applications Advisor: Ping Ma Initial Job Placement: Assistant Professor, Renmin University 2019 Xiaodong Jiang Selected topics in network data analysis and phylogenetics Advisors: Pengsheng Ji & Liang Liu Initial Job Placement: Data Scientist, Facebook Arunava Samaddar Statistical learning methods for group analysis in FMRI data Advisor: Cheolwoo Park Initial Job Placement: Data Scientist, CoinTribe Rui Xie Sampling for streaming data Advisors: T.N. Sriram & Wenxuan Zhong Initial Job Placement: Assistant Professor, U. of Central Florida Jiankun Zhu Divisive hierarchical clustering for interval-valued data Advisor: Lynne Billard Initial Job Placement: Biostatistician, Eli Lilly Xinlian Zhang Subsampling and integrating modeling uncertainty in statistical analysis Advisors: Wenxuan Zhong & Gauri Datta Initial Job Placement: Assistant Professor, UC San Diego 2018 Yaotong Cai Symbolic data analysis: statistical inference on interval-valued data regression Advisor: Lynne Billard Initial Job Placement: Data Scientist, Liberty Mutual Chul Moon Statistical inference and learning for topological data analysis Advisor: Nicole Lazar Initial Job Placement: Assistant Professor, Southern Methodist U. Wenhao Pan Model-based clustering with application of copulas for symbolic data Advisor: Lynne Billard Initial Job Placement: Quantitative Associate, Wells Fargo Yiwen Liu Dimension reduction and multisource fusion for big data with applications in bioinformatics Advisor: Wenxuan Zhong Initial Job Placement: Visiting Assistant Professor, U. of Arizona Xiaoxiao Sun Nonparametric methods for big and complex datasets under a reproducing kernel Hilbert space framework Advisor: Ping Ma Initial Job Placement: Assistant Professor, U. of Arizona Xin Xing Statistical methods with applications in epigenomics, metagenomics and neuroimaging Advisor: Wenxuan Zhong Initial Job Placement: Postdoc, Harvard U. Wei Zhang Optimal designs for the panel mixed logit model Advisors: John Stufken & Mandal Initial Job Placement: Data Scientist, Sprint 2017 Mohamad Hasan Optimal p-value weighting with independent information Advisor: Paul Schliekelman Initial Job Placement: Biostatistician, Johnson and Johnson Adel Bedoui Bayesian empirical likelihood for linear regression and penalized regression Advisor: Nicole Lazar Initial Job Placement: Senior Analyst, Liberty Mutual Sha Cao Towards understanding the interplay between cellular stresses and cancer development Advisor: Xu Initial Job Placement: Assistant Professor of Biostatistics, Indiana U. Stacy Cobb Optimizing parameters for qtl mapping study designs using next generation sequencing data Advisor: Paul Schliekelman Initial Job Placement: Biostatistician, Duke Clinical Research Institute Alexei Ionan Bayesian framework for developing and evaluating medical screening tests for early disease detection with applications in oncology Advisor: Nicole Lazar Initial Job Placement: Mathematical Statistician, US Food and Drug Administration Alex Lyford Investigating undergraduate student understanding of graphical displays of quantitative data through machine learning algorithms Advisor: Jennifer Kaplan Initial Job Placement: Assistant Professor, Middlebury College 2016 Hao Tong Identifying and understanding repetitive patterns in prokaryotic DNA sequences Advisor: Paul Schliekelman Initial Job Placement: Data Scientist, Workday Li-Yu Wang Regularized aggregation approaches for complex data Advisor: Cheolwoo Park Initial Job Placement: Statistician, State Farm Xianyan Chen Nonlinear constrained optimization in R and its application for sufficient dimension reduction and variable selection Advisor: Yin Initial Job Placement: SCC Associate Director, U. of Georgia Jacob Martin Topics in zero-inflated count regression: coefficients of determination and marginal models Advisor: Dan Hall Initial Job Placement: Lecturer, U. Vermont Hejiao Hu A waiting time approach for a disability model Advisor: Lynne Billard Initial Job Placement: Assistant Vice President, CitiBank Fei Liu Cluster analysis for symbolic interval data using linear regression method Advisor: Lynne Billard Initial Job Placement: Vice President, Bank of America Debin Qiu Grouped variable screening for ultrahigh dimensional data under linear model Advisor: Jeongyoun Ahn Initial Job Placement: Risk Analyst, JPMorgan Chase Zhen Yan A Birth and Death Model for RNA-Seq Data Analysis Advisor: Liang Liu Initial Job Placement: Principal Analyst, Liberty Mutual Yuanwen Wang Sufficient dimension folding, variable selection, and its inference Advisor: Yin Initial Job Placement: Machine Learning Engineer, Apple Jing Zhao A probabilistic model for gene family evolution Advisor: Liang Liu Initial Job Placement: Biostatistician, Sanford Health 2015 Sangjin Kim Prioritizing hypothesis tests for high throughput data with multiple testing methods Advisor: Paul Schliekelman Initial Job Placement: Statistical Bioinformatician, University of Texas at El Paso Shiyao Wang Estimating equations for fitting linear regression models describing the impact of partially-observed time-varying predictors on patterns of weight change among participants seeking to lose weight using ecological momentary assessment data Advisor: Rathbun Initial Job Placement: Quantitative Modeler, Citigroup Yuan Zhuang Time series clustering using copula-based higher order Markov process Advisor: Nicole Lazar Initial Job Placement: Quantitative Modeler, Wells-Fargo Adam Jaeger Composite empirical likelihood: a derivation of multiple non-parametric likelihoods Advisor: Nicole Lazar Initial Job Placement: Postdoc, SAMSI/Duke Lina Liao Developments of regularized approaches in non-standard paradigm Advisor: Cheolwoo Park Initial Job Placement: Quantitative Associate, Wells-Fargo WenHui Sheng Sufficient dimension reduction and variable selection via distance covariance Advisor: Yin Initial Job Placement: Assistant Professor, University of West Georgia Xijue Tan Optimal designs for generalized linear models Advisor: John Stufken Initial Job Placement: Senior Statistician, Capitol One GuanNan Wang High/ultra-high dimensional single-index models Advisors: Wang & Jaxk Reeves Initial Job Placement: Assistant Professor, College of William & Mary Wenbo Wu Stable and pseudo sufficient dimension reduction Advisor: Yin Initial Job Placement: Assistant Professor, U. Oregon Bus.Sch 2014 Linwei Hu Optimal design of experiments Advisor: John Stufken Initial Job Placement: Quantitative Analytics Consultant, Wells-Fargo Jin Tang Generalized quasi-likelihood ratio test for semiparametric analysis of covariance models in longitudinal data Advisor: Li Initial Job Placement: Statistical Modeling Analyst, Pactera Sandra Addo TBA Advisors: Jeongyoun Ahn & Dobbin Initial Job Placement: Postdoc, Emory Adrijo Chakraborty Hierarchical Bayesian methods for survey sampling and other applications Advisors: Gauri Datta & Abhyuday Mandal Initial Job Placement: Statistician, NORC U. of Chicago Yi Chen Symbolic data regression and clustering methods Advisor: Lynne Billard Initial Job Placement: Senior Consultant, Traveler's Insurance Emmanuel Tuglo Analysis of univariate and multivariate longitudinal data with censored and missing response with complex covariance structure Advisor: Dan Hall Initial Job Placement: Senior Statistician, State Farm Haileab Hilafu On dimension reduction and feature selection in high dimensions Advisor: Yin Initial Job Placement: Assistant Professor, U. Tennessee Yaser Samadi Matrix time series analysis Advisor: Lynne Billard Initial Job Placement: Assistant Professor, Southern Illinois U. Nan Zhang Hilbert-Schmidt Independence Criterion in sufficient dimension reduction and feature screening Advisor: Yin Initial Job Placement: Decision Analyst, JP Morgan Chase 2013 JinAe Lee Functional magnetic resonance imaging data clustering Advisor: Cheolwoo Park Initial Job Placement: Biostatistician, Nat'l Medical Ctr Jung Ae Lee Sample integrity in high dimensional data Advisor: Jeongyoun Ahn Initial Job Placement: Postdoc, Washington U. Hsin-Ping Wu Locally optimal designs for generalized linear models with a single-variable quadratic polynomial predictor Advisor: John Stufken Initial Job Placement: Quantitative Analyst, State Street Corp Andrew Brown Bayesian multiple testing under dependence with application to functional magnetic resonance imaging Advisors: Gauri Datta & Nicole Lazar Initial Job Placement: Assistant Professor, Clemson U. XinYu Liu Sample size determination in multi-class classification and prediction based on single-nucleotide polymorphisms Advisor: T.N. Sriram Initial Job Placement: Statistical Geneticist, Monsanto Lin Sun Bayesian factor analysis for fMRI data Advisor: Nicole Lazar Initial Job Placement: Biostatistician, Becton Dickinson Andrew Bartlett Extreme value estimators for various non-negative time series with heavy-tail innovations Advisor: McCormick Initial Job Placement: Assistant Professor, Southern Illinois U. Nat Kulvanich Mixture Poisson point process: assessing heterogeneity in EMA analysis Advisor: Rathbun Initial Job Placement: Lecturer, Commerce and Accountancy Chulalongkorn University, Thailand 2012 Ashley Askew Numerical optimization and Empty Set Problem in application of empirical likelihood methods Advisor: Nicole Lazar Initial Job Placement: Postdoc, UGA Forestry Kun Xu TBA Advisor: Ying Xu Initial Job Placement: Data Scientist, Baidu YiJie Xue Applications of empirical likelihood to nonresponse problem and changepoint detection Advisor: Nicole Lazar Initial Job Placement: Statistical Modeler, LexisNexis Yuan Xue Sufficient dimension folding theory and methods Advisor: Yin Initial Job Placement: Assistant Professor, U. Int'l Bus & Econ, Beijing