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Theses and Dissertations--Statistics

Theses/Dissertations from 2024 2024

On Generative Models and Joint Architectures for Document-level Relation Extraction, Aviv Brokman

Variable Selection for High-Dimensional Data with Interaction Effects: Methods, Applications, and Inferences, Leiyue Li

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

Theses/Dissertations from 2023 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

Novel Modelling and Inference Considerations Involving the Exponentially-Modified Gaussian Distribution, Yanxi Li

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 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

Statistical Theory for Specialized Linear Regression Adjustment Methods compared to Multiple Linear Regression in the Presence and Absence of Interaction Effects, Leon Su

Multivariate Statistical Modeling for Radio-genomics Study, Tiantian Zeng

Theses/Dissertations from 2021 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

Novel Nonparametric Testing Approaches for Multivariate Growth Curve Data: Finite-Sample, Resampling and Rank-Based Methods, Ting Zeng