Matches in SemOpenAlex for { <https://semopenalex.org/work/W3160765512> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W3160765512 endingPage "104763" @default.
- W3160765512 startingPage "104763" @default.
- W3160765512 abstract "In this article, we consider a non-parametric Bayesian approach to multivariate quantile regression. The proposed approach involves modeling of related conditional distributions of a response vector given the covariates using a Dependent Dirichlet Process (DDP) prior. The DDP is used to introduce dependence across covariates. The flexible covariate-dependent mixture of multivariate Gaussian kernels gives rise to an induced posterior for the desired multivariate quantile. For posterior computations, we use a truncated stick-breaking representation of the DDP, and use a block Gibbs sampler for estimating the model parameters. We illustrate our method with simulation studies, and a data containing blood pressures of 40 women. Finally, we provide a theoretical justification for the proposed method through posterior consistency and support properties of the prior." @default.
- W3160765512 created "2021-05-24" @default.
- W3160765512 creator A5011476402 @default.
- W3160765512 creator A5058688378 @default.
- W3160765512 date "2021-09-01" @default.
- W3160765512 modified "2023-10-16" @default.
- W3160765512 title "Bayesian multivariate quantile regression using Dependent Dirichlet Process prior" @default.
- W3160765512 cites W1967611219 @default.
- W3160765512 cites W1978909332 @default.
- W3160765512 cites W1994508778 @default.
- W3160765512 cites W2014586030 @default.
- W3160765512 cites W2017113750 @default.
- W3160765512 cites W2020117232 @default.
- W3160765512 cites W2020245271 @default.
- W3160765512 cites W2028583374 @default.
- W3160765512 cites W2030916954 @default.
- W3160765512 cites W2043848708 @default.
- W3160765512 cites W2062650041 @default.
- W3160765512 cites W2065134558 @default.
- W3160765512 cites W2072169887 @default.
- W3160765512 cites W2074891903 @default.
- W3160765512 cites W2075078588 @default.
- W3160765512 cites W2080000723 @default.
- W3160765512 cites W2084871407 @default.
- W3160765512 cites W2088493922 @default.
- W3160765512 cites W2093071433 @default.
- W3160765512 cites W2114497895 @default.
- W3160765512 cites W2172144962 @default.
- W3160765512 cites W2228348569 @default.
- W3160765512 cites W2267295534 @default.
- W3160765512 cites W2560781390 @default.
- W3160765512 cites W3122357788 @default.
- W3160765512 cites W4211211011 @default.
- W3160765512 cites W4241653265 @default.
- W3160765512 doi "https://doi.org/10.1016/j.jmva.2021.104763" @default.
- W3160765512 hasPublicationYear "2021" @default.
- W3160765512 type Work @default.
- W3160765512 sameAs 3160765512 @default.
- W3160765512 citedByCount "3" @default.
- W3160765512 countsByYear W31607655122022 @default.
- W3160765512 countsByYear W31607655122023 @default.
- W3160765512 crossrefType "journal-article" @default.
- W3160765512 hasAuthorship W3160765512A5011476402 @default.
- W3160765512 hasAuthorship W3160765512A5058688378 @default.
- W3160765512 hasBestOaLocation W31607655122 @default.
- W3160765512 hasConcept C105795698 @default.
- W3160765512 hasConcept C107673813 @default.
- W3160765512 hasConcept C118671147 @default.
- W3160765512 hasConcept C119043178 @default.
- W3160765512 hasConcept C134306372 @default.
- W3160765512 hasConcept C152877465 @default.
- W3160765512 hasConcept C158424031 @default.
- W3160765512 hasConcept C161584116 @default.
- W3160765512 hasConcept C169214877 @default.
- W3160765512 hasConcept C182310444 @default.
- W3160765512 hasConcept C2524010 @default.
- W3160765512 hasConcept C2776436953 @default.
- W3160765512 hasConcept C2781280628 @default.
- W3160765512 hasConcept C33923547 @default.
- W3160765512 hasConcept C63817138 @default.
- W3160765512 hasConcept C64946054 @default.
- W3160765512 hasConceptScore W3160765512C105795698 @default.
- W3160765512 hasConceptScore W3160765512C107673813 @default.
- W3160765512 hasConceptScore W3160765512C118671147 @default.
- W3160765512 hasConceptScore W3160765512C119043178 @default.
- W3160765512 hasConceptScore W3160765512C134306372 @default.
- W3160765512 hasConceptScore W3160765512C152877465 @default.
- W3160765512 hasConceptScore W3160765512C158424031 @default.
- W3160765512 hasConceptScore W3160765512C161584116 @default.
- W3160765512 hasConceptScore W3160765512C169214877 @default.
- W3160765512 hasConceptScore W3160765512C182310444 @default.
- W3160765512 hasConceptScore W3160765512C2524010 @default.
- W3160765512 hasConceptScore W3160765512C2776436953 @default.
- W3160765512 hasConceptScore W3160765512C2781280628 @default.
- W3160765512 hasConceptScore W3160765512C33923547 @default.
- W3160765512 hasConceptScore W3160765512C63817138 @default.
- W3160765512 hasConceptScore W3160765512C64946054 @default.
- W3160765512 hasLocation W31607655121 @default.
- W3160765512 hasLocation W31607655122 @default.
- W3160765512 hasOpenAccess W3160765512 @default.
- W3160765512 hasPrimaryLocation W31607655121 @default.
- W3160765512 hasRelatedWork W2080261481 @default.
- W3160765512 hasRelatedWork W2145631101 @default.
- W3160765512 hasRelatedWork W2172000475 @default.
- W3160765512 hasRelatedWork W2260712702 @default.
- W3160765512 hasRelatedWork W2580189857 @default.
- W3160765512 hasRelatedWork W2612558559 @default.
- W3160765512 hasRelatedWork W3029054783 @default.
- W3160765512 hasRelatedWork W3142439961 @default.
- W3160765512 hasRelatedWork W3160765512 @default.
- W3160765512 hasRelatedWork W746772608 @default.
- W3160765512 hasVolume "185" @default.
- W3160765512 isParatext "false" @default.
- W3160765512 isRetracted "false" @default.
- W3160765512 magId "3160765512" @default.
- W3160765512 workType "article" @default.