Theses/Dissertations from 2023
Survival Models With Background Mortality, Shujie Chen
Bayesian Dependence Structure Analysis for Ordinal Data, Yang He
Advancements in Parametric Modal Regression, Qingyang Liu
Statistical Methods for Single Cell Sequencing Data Analysis, Fei Qin
A Bayesian Spatial Scan Statistic for Normal Data, Laasya Velamakanni
Theses/Dissertations from 2022
A Comparison of Inference Methods in High-Dimensional Linear Regression, Imtiaz Ebna Mannan
Complex Functional Joint Models for Longitudinal Electronic Health Record, Siyuan Guo
Predicting Lower Body Soft Tissue Injuries in American Football with GPS Data, Nicholas Tice
Statistical Methods for Analyzing Dependence Structures with Applications in Single-cell Experiments, Zhen Yang
Modified EM Algorithm in SMCURE Package Based on Proportional Hazards Mixture Cure Model With Offset Terms, Jiaying Yi
Statistical Methods for Analyzing Multi-omics Data: Dependence Structure and Missing Values, Wenda Zhang
Theses/Dissertations from 2021
Bayesian Nonparametric Model for Functional Data Analysis, Tahmidul Islam
Bayesian Calibration of the ICRP Zirconium Biokinetic Model and Use of Canned Priors for the Evaluation of Bioassay, Thomas Raymond LaBone
Accurate and Integrative Detection of Copy Number Variants With High-Throughput Data, Xizhi Luo
Bayesian Methods in Analyzing the Association of Random Variables, Zichen Ma
Correcting for Measurement Error in the Outcome When Estimating the Distribution of Time to Pregnancy With the Current Duration Approach, Nicole Nasrallah
Regression Methods for Group Testing Data, Michael Stutz
Marginally Interpretable Models and Multilevel Models For Quantile Regression With Random-Effects, Nahid Sultana Sumi
A Comparison of Spatial Clustering Assessment Methods, Nadeesha Dilhani Vidanapathirana
Theses/Dissertations from 2020
High-Dimensional Inference Based on the Leave-One-Covariate-Out Regularization Path, Xiangyang Cao
Studies of Group Fused Lasso and Probit Model for Right-Censored Data, Tuan Quoc Do
Flexible Regression Models for Survival Data, Ennan Gu
Multivariate Joint Models and Dynamic Predictions, Md Akhtar Hossain
Categorical and Fuzzy Ensemble-Based Algorithms for Cluster Analysis, Bridget Nicole Manning
Bayesian Analysis of Binary Diagnostic Tests and Panel Count Data, Chunling Wang
Semiparametric Regression Analysis of Survival Data and Panel Count Data, Lu Wang
Estimation and Inference Under Model Uncertainty, Yizheng Wei
Bayesian Zero-Inflated Model for Ordinal Data, Huizhong Yang
Theses/Dissertations from 2019
MLE and Bayesian Methods to Analyze Data with Missing Values Below the Limit of Detection, Xinxin Hu
Investigations on Multiple Interval Estimators, Taeho Kim
Spatio-temporal Analysis of Precipitation and Flood Data from South Carolina, Haigang Liu
Randomization Analysis Driven Software, Steph-Yves Louis
Estimation Problems for Pooled Data, Xichen Mou
Time Series Analysis of Weather Data in South Carolina, Geophrey Odero
Inflated Standard Errors of MCMC Estimates in IRT, Dongho Shin
Multivariate Probit Models for Interval-Censored Failure Time Data, Yifan Zhang
Statistical Analysis of Interval-Censored Data Subject to Additional Complications, Qiang Zheng
Theses/Dissertations from 2018
Dimension Reduction for Classification With Many Covariates and Pathway Activity Level Estimation, Seungchul Baek
Goodness of Fit via Residual Plots in Item Response Theory, Bryonna Bowen
The South Carolina Safety Belt Study: Large-Scale Location Sampling, Stephanie Jones
Semiparametric Regression In The Presence Of Measurement Error, Xiang Li
Classification of high-dimensional data based on multiple testing methods, Chong Ma
Discovery of Community Structures in Static and Dynamic Networks, Shiwen Shen
Bayesian Semiparametric Methods for Analyzing Panel Count Data, Jianhong Wang
Semiparametric Statistical Estimation and Inference with Latent Information, Qianqian Wang
A Rotatable Asymmetric Variable Compensation MIRT Model, Xinchu Zhao
Estimation Procedures for Complex Survival Models and Their Applications in Epidemiology Studies, Jie Zhou
Theses/Dissertations from 2017
Longitudinal And Geographical Modeling Of Circular Data With An Application To Sudden Infant Death Syndrome, Xinyan Cai
Evaluation of Goodness-of-fit Tests for the Cox Proportional Hazards Model with Time-Varying Covariates, Shanshan Hong
Topics in Group Testing with Multiple Infections, Peijie Hou
Functional Data Smoothing Methods and Their Applications, Songqiao Huang
Semiparametric Estimation and Inference in Causal Inference and Measurement Error Models, Jianxuan Liu
Improved Simultaneous Estimation of Location and System Reliability via Shrinkage Ideas, Beidi Qiang
Nonparametric Inference for Orderings and Associations Between two Random Variables, Chuan-Fa Tang
Bayesian Flexible Modeling of Interval-censored Failure Time Data, Sheng-Yang Wang
Statistical Methods for Multivariate and Correlated Data, Xinling Xu
Theses/Dissertations from 2016
Development and Application of Bayesian Semiparametric Models For Dependent Data, Junshu Bao
Bayesian Nonparametric Approaches To Multiple Testing, Density Estimation, And Supervised Learning, William Cipolli III
Parametric Reversed Hazards Model for Left Censored Data with Application to HIV, Farahnaz Islam
Bayesian Ensemble of Regression Trees for Multinomial Probit and Quantile Regression, Bereket P. Kindo
Some Issues In Markov Chain Monte Carlo Estimation For Item Response Theory, Han Kil Lee
Modern Estimation Problems in Group Testing, Md Shamim Sarker
Semiparametric Estimation Methods For Complex Accelerated Failure Time Model, Yinding Wang
Regression Models for Count Data Based on the Double Poisson Distribution, Rebecca Wardrop
Frailty Probit Models for Clustered Interval-Censored Failure Time Data, Haifeng Wu
Registration and Clustering of Functional Observations, Zizhen Wu
Semiparametric Regression Analysis of Panel Count Data and Interval-Censored Failure Time Data, Bin Yao
Theses/Dissertations from 2015
Bayesian Semi- and Non-parametric Analysis for Spatially Correlated Survival Data, Haiming Zhou
Theses/Dissertations from 2014
Oldtimers & Newcomers in Collective Action, Stefanie R. Chamberlain
Bayesian Analysis of Continuous Curve Functions, Wen Cheng
Methods for Clustering Mixed Data, JeanMarie L. Hendrickson
Applications of Bayesian Nonparametrics to Reliability and Survival Data, Li Li
Non- and Semi-parametric Bayesian Inference with Recurrent Events and Coherent Systems Data, A. K. M. Fazlur Rahman
Semiparametric Regression Analysis of Bivariate Interval-Censored Data, Naichen Wang
Theses/Dissertations from 2013
Estimation and Q-matrix validation for diagnostic classification models, YULING FENG
Permutation Testing for Covariance Matrices, with Applications in Shape Analysis, Blake Cassidy Hill
Protein Identification Using Bayesian Stochastic Search, Christina Nicole Lewis
The Complete Plus-Minus: A Case Study of The Columbus Blue Jackets, Nathan Spagnola
Modeling Mixed Unfolding/Monotone Dichotomous Item Exams, Na Yang
Theses/Dissertations from 2012
Agreement Webs, Hua Chen
Bayesian Nonparametric Models and Tests for Association in Survival Data, Yuhui Chen
Measurement Error Models in Shape Analysis, Jiejun Du
Model-Based Measures of Interrater Agreement, Jie Gao
Topics in Heterogeneous Group Testing, Christopher Steven McMahan
Theses/Dissertations from 2011
Fractional Polynomial Response Surfaces and Tests for "Bumpature", Nancy Chalmers
Fast EM Based Posterior Approximation for IRT Item Parameters, Leslie Hendrix
Model-based Cluster Analysis Using Variables Characterizing Types of Democracy, Jaewon Jang
Pennysampling: Synopses, Applications, and Extensions, Matthew Lawrence
Assessing The Dimensionality of Polytomous Item Exams, Tan Li
Bayes Multiple Decision Functions: Theory, Computation and Application, Wensong Wu
Theses/Dissertations from 2010
P-Values For Multiple Testing Procedures, Joshua Habiger
Theses/Dissertations from 2009
Functional Anova Models With Application to Corporate Bonds, Lalita Das
A Study in the Modeling of Stock Options, Rahul Kanwar