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Aspects of Bayesian inference, classification and anomaly detection

The primary objective of this thesis is to develop rigorous Bayesian tools for common statistical challenges arising in modern science where there is a heightened demand for precise inference in the presence of large, known uncertainties. This thesis explores in detail two arenas where this manifest...

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Bibliographic Details
Main Author: Roberts, Ethan
Other Authors: Bassett, Bruce
Format: Thesis
Language:English
Published: Department of Mathematics and Applied Mathematics 2022
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