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A review of survival trees

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dc.contributor.author Bou-Hamad I.
dc.contributor.author Larocque D.
dc.contributor.author Ben-Ameur H.
dc.contributor.editor
dc.date 2011
dc.date.accessioned 2017-09-07T07:51:26Z
dc.date.available 2017-09-07T07:51:26Z
dc.date.issued 2011
dc.identifier 10.1214/09-SS047
dc.identifier.isbn
dc.identifier.issn 19357516
dc.identifier.uri http://hdl.handle.net/10938/12150
dc.description.abstract This paper presents a non-technical account of the developments in tree-based methods for the analysis of survival data with censoring. This review describes the initial developments, which mainly extended the existing basic tree methodologies to censored data as well as to more recent work. We also cover more complex models, more specialized methods, and more specific problems such as multivariate data, the use of time-varying covariates, discrete-scale survival data, and ensemble methods applied to survival trees. A data example is used to illustrate some methods that are implemented in R.
dc.format.extent
dc.format.extent Pages: (44-71)
dc.language English
dc.relation.ispartof Publication Name: Statistics Surveys; Publication Year: 2011; Volume: 5; Pages: (44-71);
dc.relation.ispartofseries
dc.relation.uri
dc.source Scopus
dc.subject.other
dc.title A review of survival trees
dc.type Article
dc.contributor.affiliation Bou-Hamad, I., Department of Business Information and Decision Systems, Olayan School of Business, American University of Beirut 1107, 2020 Beirut, Lebanon
dc.contributor.affiliation Larocque, D., Department of Management Sciences, HEC Montréal 3000, Montréal, QC H3T 2A7, Canada
dc.contributor.affiliation Ben-Ameur, H., Department of Management Sciences, HEC Montréal 3000, Montréal, QC H3T 2A7, Canada
dc.contributor.authorAddress Larocque, D.; Department of Management Sciences, HEC Montréal 3000, Montréal, QC H3T 2A7, Canada; email: denis.larocque@hec.ca
dc.contributor.authorCorporate University: American University of Beirut; Faculty: Suliman S. Olayan School of Business; Department: School of Business;
dc.contributor.authorDepartment School of Business
dc.contributor.authorDivision
dc.contributor.authorEmail
dc.contributor.faculty Suliman S. Olayan School of Business
dc.contributor.authorInitials
dc.contributor.authorOrcidID
dc.contributor.authorReprintAddress
dc.contributor.authorResearcherID
dc.contributor.authorUniversity American University of Beirut
dc.description.cited
dc.description.citedCount 7
dc.description.citedTotWOSCount
dc.description.citedWOSCount
dc.format.extentCount 28
dc.identifier.articleNo
dc.identifier.coden
dc.identifier.pubmedID
dc.identifier.scopusID 84857308440
dc.identifier.url
dc.publisher.address
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dc.relation.ispartofConferenceDate
dc.relation.ispartofConferenceHosting
dc.relation.ispartofConferenceLoc
dc.relation.ispartofConferenceSponsor
dc.relation.ispartofConferenceTitle
dc.relation.ispartofFundingAgency
dc.relation.ispartOfISOAbbr
dc.relation.ispartOfIssue
dc.relation.ispartOfPart
dc.relation.ispartofPubTitle Statistics Surveys
dc.relation.ispartofPubTitleAbbr Stat. Surv
dc.relation.ispartOfSpecialIssue
dc.relation.ispartOfSuppl
dc.relation.ispartOfVolume 5
dc.source.ID
dc.type.publication Journal
dc.subject.otherAuthKeyword Bagging
dc.subject.otherAuthKeyword CART
dc.subject.otherAuthKeyword Discrete-time
dc.subject.otherAuthKeyword Ensemble methods
dc.subject.otherAuthKeyword Right-censored data
dc.subject.otherAuthKeyword Survival forest
dc.subject.otherAuthKeyword Survival trees
dc.subject.otherAuthKeyword Time-varying covariate
dc.subject.otherAuthKeyword Time-varying effect
dc.subject.otherChemCAS
dc.subject.otherIndex
dc.subject.otherKeywordPlus
dc.subject.otherWOS


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