Matches in SemOpenAlex for { <https://semopenalex.org/work/W3123114689> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W3123114689 abstract "In this paper we examine the implications of the statistical large sample theory for the computational complexity of Bayesian and quasi-Bayesian estimation carried out using Metropolis random walks. Our analysis is motivated by the Laplace-Bernstein-Von Mises central limit theorem, which states that in large samples the posterior or quasi-posterior approaches a normal density. Using this observation, we establish polynomial bounds on the computational complexity of general Metropolis random walks methods in large samples. Our analysis covers cases, where the underlying log-likelihood or extremum criterion function is possibly nonconcave, discontinuous, and of increasing dimension. However, the central limit theorem restricts the deviations from continuity and log-concavity of the log-likelihood or extremum criterion function in a very specific manner." @default.
- W3123114689 created "2021-02-01" @default.
- W3123114689 creator A5025994940 @default.
- W3123114689 creator A5068383641 @default.
- W3123114689 date "2007-05-29" @default.
- W3123114689 modified "2023-09-27" @default.
- W3123114689 title "On the computational complexity of MCMC-based estimators in large samples" @default.
- W3123114689 hasPublicationYear "2007" @default.
- W3123114689 type Work @default.
- W3123114689 sameAs 3123114689 @default.
- W3123114689 citedByCount "0" @default.
- W3123114689 crossrefType "posted-content" @default.
- W3123114689 hasAuthorship W3123114689A5025994940 @default.
- W3123114689 hasAuthorship W3123114689A5068383641 @default.
- W3123114689 hasConcept C105795698 @default.
- W3123114689 hasConcept C107673813 @default.
- W3123114689 hasConcept C11413529 @default.
- W3123114689 hasConcept C114614502 @default.
- W3123114689 hasConcept C121194460 @default.
- W3123114689 hasConcept C126255220 @default.
- W3123114689 hasConcept C134306372 @default.
- W3123114689 hasConcept C151201525 @default.
- W3123114689 hasConcept C166785042 @default.
- W3123114689 hasConcept C167928553 @default.
- W3123114689 hasConcept C179799912 @default.
- W3123114689 hasConcept C185429906 @default.
- W3123114689 hasConcept C22243797 @default.
- W3123114689 hasConcept C28826006 @default.
- W3123114689 hasConcept C33676613 @default.
- W3123114689 hasConcept C33923547 @default.
- W3123114689 hasConcept C89106044 @default.
- W3123114689 hasConcept C97937538 @default.
- W3123114689 hasConceptScore W3123114689C105795698 @default.
- W3123114689 hasConceptScore W3123114689C107673813 @default.
- W3123114689 hasConceptScore W3123114689C11413529 @default.
- W3123114689 hasConceptScore W3123114689C114614502 @default.
- W3123114689 hasConceptScore W3123114689C121194460 @default.
- W3123114689 hasConceptScore W3123114689C126255220 @default.
- W3123114689 hasConceptScore W3123114689C134306372 @default.
- W3123114689 hasConceptScore W3123114689C151201525 @default.
- W3123114689 hasConceptScore W3123114689C166785042 @default.
- W3123114689 hasConceptScore W3123114689C167928553 @default.
- W3123114689 hasConceptScore W3123114689C179799912 @default.
- W3123114689 hasConceptScore W3123114689C185429906 @default.
- W3123114689 hasConceptScore W3123114689C22243797 @default.
- W3123114689 hasConceptScore W3123114689C28826006 @default.
- W3123114689 hasConceptScore W3123114689C33676613 @default.
- W3123114689 hasConceptScore W3123114689C33923547 @default.
- W3123114689 hasConceptScore W3123114689C89106044 @default.
- W3123114689 hasConceptScore W3123114689C97937538 @default.
- W3123114689 hasLocation W31231146891 @default.
- W3123114689 hasOpenAccess W3123114689 @default.
- W3123114689 hasPrimaryLocation W31231146891 @default.
- W3123114689 hasRelatedWork W1559342770 @default.
- W3123114689 hasRelatedWork W1563730461 @default.
- W3123114689 hasRelatedWork W1776377774 @default.
- W3123114689 hasRelatedWork W1949528424 @default.
- W3123114689 hasRelatedWork W208275302 @default.
- W3123114689 hasRelatedWork W2098481489 @default.
- W3123114689 hasRelatedWork W2319959676 @default.
- W3123114689 hasRelatedWork W2546735512 @default.
- W3123114689 hasRelatedWork W2579599425 @default.
- W3123114689 hasRelatedWork W2730665169 @default.
- W3123114689 hasRelatedWork W2900133829 @default.
- W3123114689 hasRelatedWork W2939642935 @default.
- W3123114689 hasRelatedWork W2962903918 @default.
- W3123114689 hasRelatedWork W2963018747 @default.
- W3123114689 hasRelatedWork W2971803231 @default.
- W3123114689 hasRelatedWork W2994712150 @default.
- W3123114689 hasRelatedWork W3102698289 @default.
- W3123114689 hasRelatedWork W3103891705 @default.
- W3123114689 hasRelatedWork W3121388227 @default.
- W3123114689 hasRelatedWork W3166111593 @default.
- W3123114689 isParatext "false" @default.
- W3123114689 isRetracted "false" @default.
- W3123114689 magId "3123114689" @default.
- W3123114689 workType "article" @default.