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Browsing Dissertations and Theses by Author "Rice, Kenneth"
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Leveraging Decision Theory to Address Statistical Challenges and Regression Under Additive Nonignorable Missingness
Krakauer, ChloeThis dissertation is composed of three mutually exclusive projects, presented in individual chapters. The first chapter summarizes a novel method for regression estimation under nonignorable missingness. The latter two ... -
Methods for Agnostic Statistical Inference
Li, QijunA traditional goal of parametric statistics is to estimate some or all of a data-generating model's finite set of parameters, thereby turning data into scientific insights. Point estimates of parameters, and corresponding ... -
Methods for Confounding Adjustment and High-Dimensional Environmental Exposures
Keller, JoshuaEnvironmental exposures have complex multivariate relationships with one another and with geographic, anthropogenic, social, and physiological factors. This dissertation comprises methods for addressing the confounding and ...