Theses/Dissertations from 2018
THE FAMILY OF CONDITIONAL PENALIZED METHODS WITH THEIR APPLICATION IN SUFFICIENT VARIABLE SELECTION, Jin Xie
Theses/Dissertations from 2017
Improving the Computational Efficiency in Bayesian Fitting of Cormack-Jolly-Seber Models with Individual, Continuous, Time-Varying Covariates, Woodrow Burchett
INFERENCE USING BHATTACHARYYA DISTANCE TO MODEL INTERACTION EFFECTS WHEN THE NUMBER OF PREDICTORS FAR EXCEEDS THE SAMPLE SIZE, Sarah A. Janse
NONPARAMETRIC COMPOUND ESTIMATION, DERIVATIVE ESTIMATION, AND CHANGE POINT DETECTION, Sisheng Liu
Novel Computational Methods for Censored Data and Regression, Yifan Yang
INFORMATIONAL INDEX AND ITS APPLICATIONS IN HIGH DIMENSIONAL DATA, Qingcong Yuan
Theses/Dissertations from 2016
Aggregated Quantitative Multifactor Dimensionality Reduction, Rebecca E. Crouch
MULTI-STATE MODELS WITH MISSING COVARIATES, Wenjie Lou
Statistical Methods for Handling Intentional Inaccurate Responders, Kristen J. McQuerry
Development in Normal Mixture and Mixture of Experts Modeling, Meng Qi
Developing An Alternative Way to Analyze NanoString Data, Shu Shen
EMPIRICAL LIKELIHOOD AND DIFFERENTIABLE FUNCTIONALS, Zhiyuan Shen
IMPROVED MODELS FOR DIFFERENTIAL ANALYSIS FOR GENOMIC DATA, Hong Wang
Statistical Inference on Dynamical Systems, Hongyuan Wang
CONTINUOUS TIME MULTI-STATE MODELS FOR INTERVAL CENSORED DATA, Lijie Wan
TOPICS IN LOGISTIC REGRESSION ANALYSIS, Zhiheng Xie
STATISTICAL METHODS FOR ENVIRONMENTAL EXPOSURE DATA SUBJECT TO DETECTION LIMITS, Yuchen Yang
Theses/Dissertations from 2015
New Results in ell_1 Penalized Regression, Edward A. Roualdes
MULTI-STATE MODELS FOR INTERVAL CENSORED DATA WITH COMPETING RISK, Shaoceng Wei
STATISTICS IN THE BILLERA-HOLMES-VOGTMANN TREESPACE, Grady S. Weyenberg
Empirical Likelihood Confidence Band, Shihong Zhu
Theses/Dissertations from 2014
NORMAL MIXTURE AND CONTAMINATED MODEL WITH NUISANCE PARAMETER AND APPLICATIONS, Qian Fan
Genetic Association Testing of Copy Number Variation, Yinglei Li
Contaminated Chi-square Modeling and Its Application in Microarray Data Analysis, Feng Zhou
