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Theses and Dissertations--Statistics

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

Statistical Intervals for Neural Network and its Relationship with Generalized Linear Model, Sheng Yuan

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

Theses/Dissertations from 2020 2020

Tolerance Intervals for Time Series Models and Specifying Trimming/Winsorizing Cutoffs, Kedai Cheng

Nonparametric Analysis of Clustered and Multivariate Data, Yue Cui

STATISTICAL METHODS IN CANCER CLINICAL TRIAL AND BIOMEDICAL RESEARCH, Xue Ding

Semiparametric and Nonparametric Methods for Comparing Biomarker Levels between Groups, Yuntong Li

Simultaneous Tolerance Intervals for Response Surface and Mixture Designs Using the Adjusted Product Set Method, Aisaku Nakamura

MOMENT KERNELS FOR T-CENTRAL SUBSPACE, Weihang Ren

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

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