The predictive view of Bayesian inference

<p>This thesis considers the direct connection between the prediction of future observations and Bayesian inference. Using prediction as a guide, we generalize the Bayesian framework and introduce new methodologies for parameter inference and model selection which improve scalability and perfo...

Full description

Bibliographic Details
Main Author: Fong, CHE
Other Authors: Holmes, C
Format: Thesis
Language:English
Published: 2021
Subjects: