FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3011330571> ?p ?o ?g. }

• W3011330571 abstract "In this paper, we use the class of Wasserstein metrics to study asymptotic properties of posterior distributions. Our first goal is to provide sufficient conditions for posterior consistency. In addition to the well-known Schwartz's Kullback--Leibler condition on the prior, the true distribution and most probability measures in the support of the prior are required to possess moments up to an order which is determined by the order of the Wasserstein metric. We further investigate convergence rates of the posterior distributions for which we need stronger moment conditions. The required tail conditions are sharp in the sense that the posterior distribution may be inconsistent or contract slowly to the true distribution without these conditions. Our study involves techniques that build on recent advances on Wasserstein convergence of empirical measures. We apply the results to density estimation with a Dirichlet process mixture prior and conduct a simulation study for further illustration." @default.
• W3011330571 created "2020-03-23" @default.
• W3011330571 creator A5014590754 @default.
• W3011330571 creator A5036975442 @default.
• W3011330571 creator A5037434634 @default.
• W3011330571 date "2020-03-11" @default.
• W3011330571 modified "2023-09-27" @default.
• W3011330571 title "Posterior asymptotics in Wasserstein metrics on the real line" @default.
• W3011330571 cites W112497786 @default.
• W3011330571 cites W1548584376 @default.
• W3011330571 cites W1585160083 @default.
• W3011330571 cites W1973671118 @default.
• W3011330571 cites W1974787817 @default.
• W3011330571 cites W2001102637 @default.
• W3011330571 cites W2027608755 @default.
• W3011330571 cites W2032916024 @default.
• W3011330571 cites W2040104067 @default.
• W3011330571 cites W2062532221 @default.
• W3011330571 cites W2070557423 @default.
• W3011330571 cites W2080972498 @default.
• W3011330571 cites W2087122499 @default.
• W3011330571 cites W2094758240 @default.
• W3011330571 cites W2103012681 @default.
• W3011330571 cites W2115880312 @default.
• W3011330571 cites W2118942461 @default.
• W3011330571 cites W2125474556 @default.
• W3011330571 cites W2142766915 @default.
• W3011330571 cites W2169114723 @default.
• W3011330571 cites W2605135824 @default.
• W3011330571 cites W2736618479 @default.
• W3011330571 cites W2739748921 @default.
• W3011330571 cites W2769554969 @default.
• W3011330571 cites W2791432540 @default.
• W3011330571 cites W2811120951 @default.
• W3011330571 cites W2899595014 @default.
• W3011330571 cites W2912286675 @default.
• W3011330571 cites W2916041869 @default.
• W3011330571 cites W2920853828 @default.
• W3011330571 cites W2963134136 @default.
• W3011330571 cites W2963194071 @default.
• W3011330571 cites W2964282829 @default.
• W3011330571 cites W2969738732 @default.
• W3011330571 cites W2988160852 @default.
• W3011330571 cites W3014681445 @default.
• W3011330571 cites W3081116588 @default.
• W3011330571 cites W3098907311 @default.
• W3011330571 cites W3100248694 @default.
• W3011330571 cites W3104226966 @default.
• W3011330571 cites W3105108758 @default.
• W3011330571 cites W3105981035 @default.
• W3011330571 cites W3106413894 @default.
• W3011330571 cites W385466589 @default.
• W3011330571 cites W75971611 @default.
• W3011330571 cites W763239503 @default.
• W3011330571 doi "https://doi.org/10.48550/arxiv.2003.05599" @default.
• W3011330571 hasPublicationYear "2020" @default.
• W3011330571 type Work @default.
• W3011330571 sameAs 3011330571 @default.
• W3011330571 citedByCount "1" @default.
• W3011330571 countsByYear W30113305712020 @default.
• W3011330571 crossrefType "posted-content" @default.
• W3011330571 hasAuthorship W3011330571A5014590754 @default.
• W3011330571 hasAuthorship W3011330571A5036975442 @default.
• W3011330571 hasAuthorship W3011330571A5037434634 @default.
• W3011330571 hasBestOaLocation W30113305711 @default.
• W3011330571 hasConcept C105795698 @default.
• W3011330571 hasConcept C107673813 @default.
• W3011330571 hasConcept C110121322 @default.
• W3011330571 hasConcept C121332964 @default.
• W3011330571 hasConcept C134306372 @default.
• W3011330571 hasConcept C162324750 @default.
• W3011330571 hasConcept C169214877 @default.
• W3011330571 hasConcept C171752962 @default.
• W3011330571 hasConcept C176217482 @default.
• W3011330571 hasConcept C179254644 @default.
• W3011330571 hasConcept C182310444 @default.
• W3011330571 hasConcept C21547014 @default.
• W3011330571 hasConcept C2524010 @default.
• W3011330571 hasConcept C2776436953 @default.
• W3011330571 hasConcept C2777303404 @default.
• W3011330571 hasConcept C2777634741 @default.
• W3011330571 hasConcept C2781280628 @default.
• W3011330571 hasConcept C28826006 @default.
• W3011330571 hasConcept C33923547 @default.
• W3011330571 hasConcept C50522688 @default.
• W3011330571 hasConcept C57830394 @default.
• W3011330571 hasConcept C74650414 @default.
• W3011330571 hasConcept C75432250 @default.
• W3011330571 hasConceptScore W3011330571C105795698 @default.
• W3011330571 hasConceptScore W3011330571C107673813 @default.
• W3011330571 hasConceptScore W3011330571C110121322 @default.
• W3011330571 hasConceptScore W3011330571C121332964 @default.
• W3011330571 hasConceptScore W3011330571C134306372 @default.
• W3011330571 hasConceptScore W3011330571C162324750 @default.
• W3011330571 hasConceptScore W3011330571C169214877 @default.
• W3011330571 hasConceptScore W3011330571C171752962 @default.
• W3011330571 hasConceptScore W3011330571C176217482 @default.
• W3011330571 hasConceptScore W3011330571C179254644 @default.
• W3011330571 hasConceptScore W3011330571C182310444 @default.
• W3011330571 hasConceptScore W3011330571C21547014 @default.

• next