Theses/Dissertations from 2020
MEASURING VARIABILITY IN MODEL PERFORMANCE MEASURES, Matthew Rutledge
MEASURING CHANGE: PREDICTION OF EARLY ONSET SEPSIS, Aric Schadler
ESTIMATION OF THE TREATMENT EFFECT WITH BAYESIAN ADJUSTMENT FOR COVARIATES, Li Xu
Nonparametric Tests of Lack of Fit for Multivariate Data, Yan Xu
CANCER PHYLOGENETIC ANALYSIS BASED ON RNA-SEQ DATA, Tingting Zhai
BAYESIAN KINETIC MODELING FOR TRACER-BASED METABOLOMIC DATA, Xu Zhang
STATISTICAL INTERVALS FOR VARIOUS DISTRIBUTIONS BASED ON DIFFERENT INFERENCE METHODS, Yixuan Zou
Theses/Dissertations from 2019
Serial Testing for Detection of Multilocus Genetic Interactions, Zaid T. Al-Khaledi
UNSUPERVISED LEARNING IN PHYLOGENOMIC ANALYSIS OVER THE SPACE OF PHYLOGENETIC TREES, Qiwen Kang
A NEW INDEPENDENCE MEASURE AND ITS APPLICATIONS IN HIGH DIMENSIONAL DATA ANALYSIS, Chenlu Ke
A Flexible Zero-Inflated Poisson Regression Model, Eric S. Roemmele
COMPOSITE NONPARAMETRIC TESTS IN HIGH DIMENSION, Alejandro G. Villasante Tezanos
TRANSFORMS IN SUFFICIENT DIMENSION REDUCTION AND THEIR APPLICATIONS IN HIGH DIMENSIONAL DATA, Jiaying Weng
Theses/Dissertations from 2018
ACCOUNTING FOR MATCHING UNCERTAINTY IN PHOTOGRAPHIC IDENTIFICATION STUDIES OF WILD ANIMALS, Amanda R. Ellis
Mixtures-of-Regressions with Measurement Error, Xiaoqiong Fang
ESTIMATION IN PARTIALLY LINEAR MODELS WITH CORRELATED OBSERVATIONS AND CHANGE-POINT MODELS, Liangdong Fan
High Dimensional Multivariate Inference Under General Conditions, Xiaoli Kong
MULTIFACTOR DIMENSIONALITY REDUCTION WITH P RISK SCORES PER PERSON, Ye Li
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
