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...

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Bibliografski detalji
Glavni autor: Fong, CHE
Daljnji autori: Holmes, C
Format: Disertacija
Jezik:English
Izdano: 2021
Teme: