Matches in SemOpenAlex for { <https://semopenalex.org/work/W329360216> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W329360216 abstract "Within the Bayesian paradigm, tempered transitions are implemented to efficiently generate samples from multimodal posterior distributions using Markov chain Monte Carlo algorithms. Similarly, the path sampling method utilizes tempered transitions and thermodynamic integration to estimate ratios of normalizing constants. In this work, we discuss how the Chernoff information can be extracted from thermodynamic integration and we introduce a path sampling based algorithm to estimate it in a general context. Moreover, our findings offer a further geometric perspective and intuition which can be efficiently used to understand and possibly control the sources of error of path sampling estimators. Then, we focus attention in Bayesian model evaluation by presenting path sampling based marginal likelihood and Bayes factor estimators available in the relevant bibliography. We further examine in parallel an alternative but closely related approach based on the stepping-stone sampling method. This provides more insight about the construction of marginal likelihood and Bayes factor estimators based on an identity-path selection approach. Under this view, the use of compound paths for the estimation of Bayes factors is introduced and discussed. Finally, we illustrate our findings on a linear regression example and on a factor analysis model." @default.
- W329360216 created "2016-06-24" @default.
- W329360216 creator A5062615685 @default.
- W329360216 creator A5066762661 @default.
- W329360216 date "2013-08-30" @default.
- W329360216 modified "2023-09-27" @default.
- W329360216 title "Exploring paths and areas: Thermodynamic integration, divergencies, marginal likelihoods and Bayes factors" @default.
- W329360216 hasPublicationYear "2013" @default.
- W329360216 type Work @default.
- W329360216 sameAs 329360216 @default.
- W329360216 citedByCount "0" @default.
- W329360216 crossrefType "posted-content" @default.
- W329360216 hasAuthorship W329360216A5062615685 @default.
- W329360216 hasAuthorship W329360216A5066762661 @default.
- W329360216 hasConcept C105795698 @default.
- W329360216 hasConcept C106131492 @default.
- W329360216 hasConcept C107673813 @default.
- W329360216 hasConcept C111350023 @default.
- W329360216 hasConcept C140779682 @default.
- W329360216 hasConcept C142291917 @default.
- W329360216 hasConcept C154945302 @default.
- W329360216 hasConcept C185429906 @default.
- W329360216 hasConcept C19499675 @default.
- W329360216 hasConcept C207201462 @default.
- W329360216 hasConcept C31972630 @default.
- W329360216 hasConcept C33923547 @default.
- W329360216 hasConcept C41008148 @default.
- W329360216 hasConcept C52740198 @default.
- W329360216 hasConcept C95923904 @default.
- W329360216 hasConceptScore W329360216C105795698 @default.
- W329360216 hasConceptScore W329360216C106131492 @default.
- W329360216 hasConceptScore W329360216C107673813 @default.
- W329360216 hasConceptScore W329360216C111350023 @default.
- W329360216 hasConceptScore W329360216C140779682 @default.
- W329360216 hasConceptScore W329360216C142291917 @default.
- W329360216 hasConceptScore W329360216C154945302 @default.
- W329360216 hasConceptScore W329360216C185429906 @default.
- W329360216 hasConceptScore W329360216C19499675 @default.
- W329360216 hasConceptScore W329360216C207201462 @default.
- W329360216 hasConceptScore W329360216C31972630 @default.
- W329360216 hasConceptScore W329360216C33923547 @default.
- W329360216 hasConceptScore W329360216C41008148 @default.
- W329360216 hasConceptScore W329360216C52740198 @default.
- W329360216 hasConceptScore W329360216C95923904 @default.
- W329360216 hasLocation W3293602161 @default.
- W329360216 hasOpenAccess W329360216 @default.
- W329360216 hasPrimaryLocation W3293602161 @default.
- W329360216 hasRelatedWork W1564611113 @default.
- W329360216 hasRelatedWork W1602721400 @default.
- W329360216 hasRelatedWork W1750990470 @default.
- W329360216 hasRelatedWork W1788616518 @default.
- W329360216 hasRelatedWork W1856487926 @default.
- W329360216 hasRelatedWork W1980875771 @default.
- W329360216 hasRelatedWork W2064291430 @default.
- W329360216 hasRelatedWork W2099038477 @default.
- W329360216 hasRelatedWork W2182376237 @default.
- W329360216 hasRelatedWork W2259498554 @default.
- W329360216 hasRelatedWork W2276430096 @default.
- W329360216 hasRelatedWork W2468094866 @default.
- W329360216 hasRelatedWork W2512851972 @default.
- W329360216 hasRelatedWork W2520799754 @default.
- W329360216 hasRelatedWork W2785809005 @default.
- W329360216 hasRelatedWork W2906439497 @default.
- W329360216 hasRelatedWork W2978680884 @default.
- W329360216 hasRelatedWork W2984887861 @default.
- W329360216 hasRelatedWork W3106098916 @default.
- W329360216 hasRelatedWork W3124605600 @default.
- W329360216 isParatext "false" @default.
- W329360216 isRetracted "false" @default.
- W329360216 magId "329360216" @default.
- W329360216 workType "article" @default.