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A Bayesian Joint Model Framework for Repeated Matrix-Variate Regression with Measurement Error Correction
DownloadSpring 2021
In this thesis, with the purpose of correcting for potential measurement errors in repeatedly-observed matrix-valued surrogates, and examining the underlying association between latent matrix covariates and a binary response, we propose a Bayesian joint model framework. This joint model method...
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Spring 2021
Smart grid, typically regarded as the next generation of electrical power grid, can bring numerous benefits for electric utilities and customers with substantial economic and ecological benefits. However, uncertainties caused by the distributed power generation from renewable energy sources,...
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Spring 2012
Background The adjacent vertebrae and endplates are important to maintaining the integrity and functions of the intervertebral disc. Yet, they have received relatively little attention and their roles in disc degeneration (DD) and back pain remain unclear. Purpose The purpose of this doctoral...