Bibliografie
Research Report
Ockham's Razor from a Fully Probabilistic Design Perspective
,
: ÚTIA AV ČR v. v. i.,, (Praha 2021)
: Research Report 2391
: GA18-15970S, GA ČR
: Ockham’s Razor, Hierarchical Fully Probabilistic Design, Parametric Inference, Fully Probabilistic Design
: http://library.utia.cas.cz/separaty/2021/AS/quinn-0552153.pdf
(eng): This research report investigates an approach to the design of an Ockham prior penalising parametric complexity in the Hierarchical Fully Probabilistic Design (HFPD) [1] setting. We identify a term which penalises the introduction of an additional parameter in the Wold decomposition. We also derive the objective Ockham Parameter Prior (OPI) in this context, based on earlier work [2], and we show that the two are, in fact, closely related. This confers validity on the HFPD Ockham term.
: BD
: 10103