Theses/Dissertations from 2024
On Generative Models and Joint Architectures for Document-level Relation Extraction, Aviv Brokman
Difs and Bayescluster: Novel Methods for Single_cell RNA Sequencing Analysis, Kun Liu
Estimation and Testing of Nonparametric Effects of Incomplete Multivariate and Repeated Measures Data, Swetalina Maity
High-Dimensional Tests and Projection Methods: Subvector Analysis and Matrix Variate Data, Shouryya Mitra
Deriving Confidence Intervals for ED50/LD50 in Generalized Linear Models, Jiyeon Park
Bar-Code Variable: A Novel Approach to Efficiently Find Interaction Effects, Lee Sak Park
From Non-Parametric Methods to Self-Supervised Learning: Applications in Edge Detection and Image Denoising, Jiacheng Xu
Theses/Dissertations from 2023
High Dimensional Data Analysis: variable screening and inference, lei fang
Statistical Tolerance Regions for Flexible Modeling Paradigms, Yafan Guo
Wilcoxon-Mann-Whitney Effects for Clustered Data: Informative Cluster Size, Changrui Liu
Probabilistic methods for inferring the order of pathway alterations during carcinogenesis and cancer subtype classification, Menghan Wang
Methodologies and Computational Tools for Zero-Inflated Discrete Weibull Models, Peng Yeh
Statistical Intervals for Neural Network and its Relationship with Generalized Linear Model, Sheng Yuan
Finite Mixtures of Mean-Parameterized Conway-Maxwell-Poisson Models, Dongying Zhan
Tolerance Intervals for Various Regression Models, Xitong Zhou
Theses/Dissertations from 2022
Deriving the Distributions and Developing Methods of Inference for R2-type Measures, with Applications to Big Data Analysis, Gregory S. Hawk
BETA MIXTURE AND CONTAMINATED MODEL WITH CONSTRAINTS AND APPLICATION WITH MICRO-ARRAY DATA, Ya Qi
Multivariate Statistical Modeling for Radio-genomics Study, Tiantian Zeng
Theses/Dissertations from 2021
Novel Methods for Characterizing Conditional Quantiles in Zero-Inflated Count Regression Models, Xuan Shi
DIMENSION REDUCTION TECHNIQUES IN REGRESSION, Pei Wang
Innovative Statistical Models in Cancer Immunotherapy Trial Design, Jing Wei
Estimating and Testing Treatment Effects with Misclassified Multivariate Data, Zi Ye
