Matches in SemOpenAlex for { <https://semopenalex.org/work/W4205654211> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W4205654211 abstract "The computational limitations of enormously large datasets make statistical inference with big data challenging. In this paper, we propose a Bayesian approach that uses nonuniform subsampled data to derive the pseudo-posterior distribution of the parameters of interest Using the proposed subsampling strategies, we investigate a Jeffery’s prior. In addition, we develop a theoretical framework for analyzing the posterior convergence rate of the pseudo-posterior in subsampling, which relaxes the conditions of corresponding theoretical results from sample survey literature. Extensive simulation studies are carried out to confirm the valid estimation and computational efficiency of our proposed method. Finally, we analyze PUMS Data as illustrations of the effectiveness of our approach." @default.
- W4205654211 created "2022-01-26" @default.
- W4205654211 creator A5040157899 @default.
- W4205654211 creator A5082435861 @default.
- W4205654211 date "2021-12-15" @default.
- W4205654211 modified "2023-09-29" @default.
- W4205654211 title "Approximate Bayesian Estimation with Subsampled Logistic Regression in Big Data Settings" @default.
- W4205654211 doi "https://doi.org/10.1109/bigdata52589.2021.9671780" @default.
- W4205654211 hasPublicationYear "2021" @default.
- W4205654211 type Work @default.
- W4205654211 citedByCount "0" @default.
- W4205654211 crossrefType "proceedings-article" @default.
- W4205654211 hasAuthorship W4205654211A5040157899 @default.
- W4205654211 hasAuthorship W4205654211A5082435861 @default.
- W4205654211 hasConcept C105795698 @default.
- W4205654211 hasConcept C107673813 @default.
- W4205654211 hasConcept C119857082 @default.
- W4205654211 hasConcept C124101348 @default.
- W4205654211 hasConcept C134261354 @default.
- W4205654211 hasConcept C151956035 @default.
- W4205654211 hasConcept C154945302 @default.
- W4205654211 hasConcept C160234255 @default.
- W4205654211 hasConcept C185592680 @default.
- W4205654211 hasConcept C198531522 @default.
- W4205654211 hasConcept C2776214188 @default.
- W4205654211 hasConcept C33923547 @default.
- W4205654211 hasConcept C37903108 @default.
- W4205654211 hasConcept C41008148 @default.
- W4205654211 hasConcept C43617362 @default.
- W4205654211 hasConcept C57830394 @default.
- W4205654211 hasConcept C75684735 @default.
- W4205654211 hasConceptScore W4205654211C105795698 @default.
- W4205654211 hasConceptScore W4205654211C107673813 @default.
- W4205654211 hasConceptScore W4205654211C119857082 @default.
- W4205654211 hasConceptScore W4205654211C124101348 @default.
- W4205654211 hasConceptScore W4205654211C134261354 @default.
- W4205654211 hasConceptScore W4205654211C151956035 @default.
- W4205654211 hasConceptScore W4205654211C154945302 @default.
- W4205654211 hasConceptScore W4205654211C160234255 @default.
- W4205654211 hasConceptScore W4205654211C185592680 @default.
- W4205654211 hasConceptScore W4205654211C198531522 @default.
- W4205654211 hasConceptScore W4205654211C2776214188 @default.
- W4205654211 hasConceptScore W4205654211C33923547 @default.
- W4205654211 hasConceptScore W4205654211C37903108 @default.
- W4205654211 hasConceptScore W4205654211C41008148 @default.
- W4205654211 hasConceptScore W4205654211C43617362 @default.
- W4205654211 hasConceptScore W4205654211C57830394 @default.
- W4205654211 hasConceptScore W4205654211C75684735 @default.
- W4205654211 hasFunder F4320306076 @default.
- W4205654211 hasLocation W42056542111 @default.
- W4205654211 hasOpenAccess W4205654211 @default.
- W4205654211 hasPrimaryLocation W42056542111 @default.
- W4205654211 hasRelatedWork W1980584819 @default.
- W4205654211 hasRelatedWork W2005820577 @default.
- W4205654211 hasRelatedWork W2058028217 @default.
- W4205654211 hasRelatedWork W2125453141 @default.
- W4205654211 hasRelatedWork W2915864355 @default.
- W4205654211 hasRelatedWork W2939130140 @default.
- W4205654211 hasRelatedWork W2981461142 @default.
- W4205654211 hasRelatedWork W3084186075 @default.
- W4205654211 hasRelatedWork W4285725412 @default.
- W4205654211 hasRelatedWork W88131178 @default.
- W4205654211 isParatext "false" @default.
- W4205654211 isRetracted "false" @default.
- W4205654211 workType "article" @default.