FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2963945008> ?p ?o ?g. }

• W2963945008 abstract "Gradient information on the sampling distribution can be used to reduce the variance of Monte Carlo estimators via Stein’s method. An important application is that of estimating an expectation of a test function along the sample path of a Markov chain, where gradient information enables convergence rate improvement at the cost of a linear system which must be solved. The contribution of this paper is to establish theoretical bounds on convergence rates for a class of estimators based on Stein’s method. Our analysis accounts for (i) the degree of smoothness of the sampling distribution and test function, (ii) the dimension of the state space, and (iii) the case of non-independent samples arising from a Markov chain. These results provide insight into the rapid convergence of gradient-based estimators observed for low-dimensional problems, as well as clarifying a curse-of-dimension that appears inherent to such methods." @default.
• W2963945008 created "2019-07-30" @default.
• W2963945008 creator A5029843715 @default.
• W2963945008 creator A5066945443 @default.
• W2963945008 creator A5076430441 @default.
• W2963945008 creator A5078786746 @default.
• W2963945008 date "2019-05-01" @default.
• W2963945008 modified "2023-10-17" @default.
• W2963945008 title "Convergence rates for a class of estimators based on Stein’s method" @default.
• W2963945008 cites W1486164486 @default.
• W2963945008 cites W1540155273 @default.
• W2963945008 cites W1548719274 @default.
• W2963945008 cites W1565176583 @default.
• W2963945008 cites W1632550705 @default.
• W2963945008 cites W1724455341 @default.
• W2963945008 cites W1912937467 @default.
• W2963945008 cites W1985217674 @default.
• W2963945008 cites W1988473367 @default.
• W2963945008 cites W1993276303 @default.
• W2963945008 cites W2003423964 @default.
• W2963945008 cites W2057987165 @default.
• W2963945008 cites W2073420535 @default.
• W2963945008 cites W2075464179 @default.
• W2963945008 cites W2080679139 @default.
• W2963945008 cites W2089276831 @default.
• W2963945008 cites W2090950744 @default.
• W2963945008 cites W2127689830 @default.
• W2963945008 cites W2559327389 @default.
• W2963945008 cites W2963242019 @default.
• W2963945008 cites W4302617909 @default.
• W2963945008 doi "https://doi.org/10.3150/17-bej1016" @default.
• W2963945008 hasPublicationYear "2019" @default.
• W2963945008 type Work @default.
• W2963945008 sameAs 2963945008 @default.
• W2963945008 citedByCount "27" @default.
• W2963945008 countsByYear W29639450082016 @default.
• W2963945008 countsByYear W29639450082017 @default.
• W2963945008 countsByYear W29639450082018 @default.
• W2963945008 countsByYear W29639450082019 @default.
• W2963945008 countsByYear W29639450082020 @default.
• W2963945008 countsByYear W29639450082021 @default.
• W2963945008 countsByYear W29639450082022 @default.
• W2963945008 countsByYear W29639450082023 @default.
• W2963945008 crossrefType "journal-article" @default.
• W2963945008 hasAuthorship W2963945008A5029843715 @default.
• W2963945008 hasAuthorship W2963945008A5066945443 @default.
• W2963945008 hasAuthorship W2963945008A5076430441 @default.
• W2963945008 hasAuthorship W2963945008A5078786746 @default.
• W2963945008 hasBestOaLocation W29639450081 @default.
• W2963945008 hasConcept C102634674 @default.
• W2963945008 hasConcept C105795698 @default.
• W2963945008 hasConcept C111350023 @default.
• W2963945008 hasConcept C114614502 @default.
• W2963945008 hasConcept C126255220 @default.
• W2963945008 hasConcept C127162648 @default.
• W2963945008 hasConcept C134306372 @default.
• W2963945008 hasConcept C162324750 @default.
• W2963945008 hasConcept C185429906 @default.
• W2963945008 hasConcept C19499675 @default.
• W2963945008 hasConcept C2777303404 @default.
• W2963945008 hasConcept C28826006 @default.
• W2963945008 hasConcept C31258907 @default.
• W2963945008 hasConcept C33676613 @default.
• W2963945008 hasConcept C33923547 @default.
• W2963945008 hasConcept C41008148 @default.
• W2963945008 hasConcept C50522688 @default.
• W2963945008 hasConcept C57869625 @default.
• W2963945008 hasConcept C971699 @default.
• W2963945008 hasConcept C98763669 @default.
• W2963945008 hasConceptScore W2963945008C102634674 @default.
• W2963945008 hasConceptScore W2963945008C105795698 @default.
• W2963945008 hasConceptScore W2963945008C111350023 @default.
• W2963945008 hasConceptScore W2963945008C114614502 @default.
• W2963945008 hasConceptScore W2963945008C126255220 @default.
• W2963945008 hasConceptScore W2963945008C127162648 @default.
• W2963945008 hasConceptScore W2963945008C134306372 @default.
• W2963945008 hasConceptScore W2963945008C162324750 @default.
• W2963945008 hasConceptScore W2963945008C185429906 @default.
• W2963945008 hasConceptScore W2963945008C19499675 @default.
• W2963945008 hasConceptScore W2963945008C2777303404 @default.
• W2963945008 hasConceptScore W2963945008C28826006 @default.
• W2963945008 hasConceptScore W2963945008C31258907 @default.
• W2963945008 hasConceptScore W2963945008C33676613 @default.
• W2963945008 hasConceptScore W2963945008C33923547 @default.
• W2963945008 hasConceptScore W2963945008C41008148 @default.
• W2963945008 hasConceptScore W2963945008C50522688 @default.
• W2963945008 hasConceptScore W2963945008C57869625 @default.
• W2963945008 hasConceptScore W2963945008C971699 @default.
• W2963945008 hasConceptScore W2963945008C98763669 @default.
• W2963945008 hasIssue "2" @default.
• W2963945008 hasLocation W29639450081 @default.
• W2963945008 hasLocation W29639450082 @default.
• W2963945008 hasLocation W29639450083 @default.
• W2963945008 hasLocation W29639450084 @default.
• W2963945008 hasLocation W29639450085 @default.
• W2963945008 hasLocation W29639450086 @default.
• W2963945008 hasOpenAccess W2963945008 @default.
• W2963945008 hasPrimaryLocation W29639450081 @default.
• W2963945008 hasRelatedWork W1988224349 @default.
• W2963945008 hasRelatedWork W2103866031 @default.

• next