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Theses/Dissertations from 2021

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Novel Methods for Characterizing Conditional Quantiles in Zero-Inflated Count Regression Models, Xuan Shi

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DIMENSION REDUCTION TECHNIQUES IN REGRESSION, Pei Wang

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Innovative Statistical Models in Cancer Immunotherapy Trial Design, Jing Wei

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Estimating and Testing Treatment Effects with Misclassified Multivariate Data, Zi Ye

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

Theses/Dissertations from 2020

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

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Nonparametric Analysis of Clustered and Multivariate Data, Yue Cui

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

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

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

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MOMENT KERNELS FOR T-CENTRAL SUBSPACE, Weihang Ren

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MEASURING VARIABILITY IN MODEL PERFORMANCE MEASURES, Matthew Rutledge

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MEASURING CHANGE: PREDICTION OF EARLY ONSET SEPSIS, Aric Schadler

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ESTIMATION OF THE TREATMENT EFFECT WITH BAYESIAN ADJUSTMENT FOR COVARIATES, Li Xu

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Nonparametric Tests of Lack of Fit for Multivariate Data, Yan Xu

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CANCER PHYLOGENETIC ANALYSIS BASED ON RNA-SEQ DATA, Tingting Zhai

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BAYESIAN KINETIC MODELING FOR TRACER-BASED METABOLOMIC DATA, Xu Zhang

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STATISTICAL INTERVALS FOR VARIOUS DISTRIBUTIONS BASED ON DIFFERENT INFERENCE METHODS, Yixuan Zou

Theses/Dissertations from 2019

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Serial Testing for Detection of Multilocus Genetic Interactions, Zaid T. Al-Khaledi

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UNSUPERVISED LEARNING IN PHYLOGENOMIC ANALYSIS OVER THE SPACE OF PHYLOGENETIC TREES, Qiwen Kang

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A NEW INDEPENDENCE MEASURE AND ITS APPLICATIONS IN HIGH DIMENSIONAL DATA ANALYSIS, Chenlu Ke

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A Flexible Zero-Inflated Poisson Regression Model, Eric S. Roemmele

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COMPOSITE NONPARAMETRIC TESTS IN HIGH DIMENSION, Alejandro G. Villasante Tezanos

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TRANSFORMS IN SUFFICIENT DIMENSION REDUCTION AND THEIR APPLICATIONS IN HIGH DIMENSIONAL DATA, Jiaying Weng

Theses/Dissertations from 2018

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ACCOUNTING FOR MATCHING UNCERTAINTY IN PHOTOGRAPHIC IDENTIFICATION STUDIES OF WILD ANIMALS, Amanda R. Ellis