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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

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Mixtures-of-Regressions with Measurement Error, Xiaoqiong Fang

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ESTIMATION IN PARTIALLY LINEAR MODELS WITH CORRELATED OBSERVATIONS AND CHANGE-POINT MODELS, Liangdong Fan

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High Dimensional Multivariate Inference Under General Conditions, Xiaoli Kong

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MULTIFACTOR DIMENSIONALITY REDUCTION WITH P RISK SCORES PER PERSON, Ye Li

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THE FAMILY OF CONDITIONAL PENALIZED METHODS WITH THEIR APPLICATION IN SUFFICIENT VARIABLE SELECTION, Jin Xie

Theses/Dissertations from 2017

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Improving the Computational Efficiency in Bayesian Fitting of Cormack-Jolly-Seber Models with Individual, Continuous, Time-Varying Covariates, Woodrow Burchett

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INFERENCE USING BHATTACHARYYA DISTANCE TO MODEL INTERACTION EFFECTS WHEN THE NUMBER OF PREDICTORS FAR EXCEEDS THE SAMPLE SIZE, Sarah A. Janse

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NONPARAMETRIC COMPOUND ESTIMATION, DERIVATIVE ESTIMATION, AND CHANGE POINT DETECTION, Sisheng Liu

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Novel Computational Methods for Censored Data and Regression, Yifan Yang

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INFORMATIONAL INDEX AND ITS APPLICATIONS IN HIGH DIMENSIONAL DATA, Qingcong Yuan

Theses/Dissertations from 2016

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Aggregated Quantitative Multifactor Dimensionality Reduction, Rebecca E. Crouch

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MULTI-STATE MODELS WITH MISSING COVARIATES, Wenjie Lou

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Statistical Methods for Handling Intentional Inaccurate Responders, Kristen J. McQuerry

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Development in Normal Mixture and Mixture of Experts Modeling, Meng Qi

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Developing An Alternative Way to Analyze NanoString Data, Shu Shen

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EMPIRICAL LIKELIHOOD AND DIFFERENTIABLE FUNCTIONALS, Zhiyuan Shen

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IMPROVED MODELS FOR DIFFERENTIAL ANALYSIS FOR GENOMIC DATA, Hong Wang

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Statistical Inference on Dynamical Systems, Hongyuan Wang