Matches in SemOpenAlex for { <https://semopenalex.org/work/W2072534723> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W2072534723 abstract "We consider Bayesian inference in the linear regression problem with an unknown error distribution that is symmetric about zero. We show that if the prior for the error distribution assigns positive probabilities to a certain type of neighbourhood of the true distribution, then the posterior distribution is consistent in the weak topology. In particular, this implies that the posterior distribution of the regression parameters is consist-ent in the Euclidean metric. The result follows from our generalization of a celebrated result of Schwartz to the independent, non-identical case and the existence of exponentially consistent tests of the complement of the neighbourhoods shown here. We then specialize to two important prior distributions, the Polya tree and Dirichlet mixtures, and show that under appropriate conditions these priors satisfy the positivity requirement of the prior probabilities of the neighbourhoods of the true density. We consider the case of both non-stochastic and stochastic regressors. A similar problem of Bayesian inference in a generalized linear model for binary responses with an unknown link is also considered." @default.
- W2072534723 created "2016-06-24" @default.
- W2072534723 creator A5007070769 @default.
- W2072534723 creator A5011476402 @default.
- W2072534723 creator A5034754633 @default.
- W2072534723 creator A5067184149 @default.
- W2072534723 date "2003-04-01" @default.
- W2072534723 modified "2023-09-26" @default.
- W2072534723 title "Posterior consistency for semi-parametric regression problems" @default.
- W2072534723 cites W1507545330 @default.
- W2072534723 cites W1548584376 @default.
- W2072534723 cites W168593603 @default.
- W2072534723 cites W2005851790 @default.
- W2072534723 cites W2016274652 @default.
- W2072534723 cites W2027608755 @default.
- W2072534723 cites W2043306693 @default.
- W2072534723 cites W2053889068 @default.
- W2072534723 cites W2062532221 @default.
- W2072534723 cites W2071300976 @default.
- W2072534723 cites W2074178102 @default.
- W2072534723 cites W2085601275 @default.
- W2072534723 cites W2092034922 @default.
- W2072534723 cites W2108306139 @default.
- W2072534723 cites W2138911560 @default.
- W2072534723 cites W2523058923 @default.
- W2072534723 cites W2731664554 @default.
- W2072534723 cites W39916557 @default.
- W2072534723 doi "https://doi.org/10.3150/bj/1068128979" @default.
- W2072534723 hasPublicationYear "2003" @default.
- W2072534723 type Work @default.
- W2072534723 sameAs 2072534723 @default.
- W2072534723 citedByCount "54" @default.
- W2072534723 countsByYear W20725347232012 @default.
- W2072534723 countsByYear W20725347232013 @default.
- W2072534723 countsByYear W20725347232014 @default.
- W2072534723 countsByYear W20725347232015 @default.
- W2072534723 countsByYear W20725347232016 @default.
- W2072534723 countsByYear W20725347232017 @default.
- W2072534723 countsByYear W20725347232018 @default.
- W2072534723 countsByYear W20725347232019 @default.
- W2072534723 countsByYear W20725347232020 @default.
- W2072534723 countsByYear W20725347232021 @default.
- W2072534723 countsByYear W20725347232023 @default.
- W2072534723 crossrefType "journal-article" @default.
- W2072534723 hasAuthorship W2072534723A5007070769 @default.
- W2072534723 hasAuthorship W2072534723A5011476402 @default.
- W2072534723 hasAuthorship W2072534723A5034754633 @default.
- W2072534723 hasAuthorship W2072534723A5067184149 @default.
- W2072534723 hasBestOaLocation W20725347231 @default.
- W2072534723 hasConcept C105795698 @default.
- W2072534723 hasConcept C107673813 @default.
- W2072534723 hasConcept C134306372 @default.
- W2072534723 hasConcept C160234255 @default.
- W2072534723 hasConcept C169214877 @default.
- W2072534723 hasConcept C177769412 @default.
- W2072534723 hasConcept C182310444 @default.
- W2072534723 hasConcept C28826006 @default.
- W2072534723 hasConcept C33923547 @default.
- W2072534723 hasConcept C37903108 @default.
- W2072534723 hasConcept C57830394 @default.
- W2072534723 hasConceptScore W2072534723C105795698 @default.
- W2072534723 hasConceptScore W2072534723C107673813 @default.
- W2072534723 hasConceptScore W2072534723C134306372 @default.
- W2072534723 hasConceptScore W2072534723C160234255 @default.
- W2072534723 hasConceptScore W2072534723C169214877 @default.
- W2072534723 hasConceptScore W2072534723C177769412 @default.
- W2072534723 hasConceptScore W2072534723C182310444 @default.
- W2072534723 hasConceptScore W2072534723C28826006 @default.
- W2072534723 hasConceptScore W2072534723C33923547 @default.
- W2072534723 hasConceptScore W2072534723C37903108 @default.
- W2072534723 hasConceptScore W2072534723C57830394 @default.
- W2072534723 hasIssue "2" @default.
- W2072534723 hasLocation W20725347231 @default.
- W2072534723 hasOpenAccess W2072534723 @default.
- W2072534723 hasPrimaryLocation W20725347231 @default.
- W2072534723 hasRelatedWork W2081420412 @default.
- W2072534723 hasRelatedWork W2266456479 @default.
- W2072534723 hasRelatedWork W2344767500 @default.
- W2072534723 hasRelatedWork W2377114023 @default.
- W2072534723 hasRelatedWork W2394054250 @default.
- W2072534723 hasRelatedWork W2799373068 @default.
- W2072534723 hasRelatedWork W2963206956 @default.
- W2072534723 hasRelatedWork W3015234566 @default.
- W2072534723 hasRelatedWork W4246698572 @default.
- W2072534723 hasRelatedWork W2184215046 @default.
- W2072534723 hasVolume "9" @default.
- W2072534723 isParatext "false" @default.
- W2072534723 isRetracted "false" @default.
- W2072534723 magId "2072534723" @default.
- W2072534723 workType "article" @default.