Generalized bootstrap for estimating equations

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dc.contributor.authorChatterjee, Snigdhansu
dc.contributor.authorBose, Arup
dc.date.accessioned2026-03-05T19:35:53Z
dc.date.issued2005-02
dc.description.abstractWe introduce a generalized bootstrap technique for estimators obtained by solving estimating equations. Some special cases of this generalized bootstrap are the classical bootstrap of Efron, the delete-d jackknife and variations of the Bayesian bootstrap. The use of the proposed technique is discussed in some examples. Distributional consistency of the method is established and an asymptotic representation of the resampling variance estimator is obtained.
dc.description.urihttps://projecteuclid.org/journals/annals-of-statistics/volume-33/issue-1/Generalized-bootstrap-for-estimating-equations/10.1214/009053604000000904.full
dc.format.extent23 pages
dc.genrejournal articles
dc.identifier.citationChatterjee, Snigdhansu, and Arup Bose. “Generalized Bootstrap for Estimating Equations.” The Annals of Statistics 33, no. 1 (2005): 414–36. https://doi.org/10.1214/009053604000000904.
dc.identifier.urihttps://doi.org/10.1214/009053604000000904
dc.identifier.urihttp://hdl.handle.net/11603/42036
dc.language.isoen
dc.publisherIMS
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Mathematics and Statistics Department
dc.rightsThis item is likely protected under Title 17 of the U.S. Copyright Law. Unless on a Creative Commons license, for uses protected by Copyright Law, contact the copyright holder or the author.
dc.subject62M99
dc.subjectdimension asymptotics
dc.subjectM-estimation
dc.subjectjackknife
dc.subjectgeneralized bootstrap
dc.subject62F12
dc.subject62E20
dc.subject62G09
dc.subjectgeneralized linear models
dc.subjectpaired bootstrap
dc.subjectwild bootstrap
dc.subjectBayesian bootstrap
dc.subjectNonlinear regression
dc.subject62G05
dc.subjectResampling
dc.subject62F40
dc.subjectestimating equations
dc.titleGeneralized bootstrap for estimating equations
dc.typeText
dcterms.creatorhttps://orcid.org/0000-0002-7986-0470

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