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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Detalhes bibliográficos
Autor principal: Fong, CHE
Outros Autores: Holmes, C
Formato: Tese
Idioma:English
Publicado em: 2021
Assuntos: