Counterfactual Analysis Using Censored Duration Data

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dc.contributor.author Delgado, Miguel A.
dc.contributor.author García Suaza, Andrés Felipe
dc.contributor.editor Universidad Carlos III de Madrid. Departamento de Economía
dc.date.accessioned 2019-03-05T07:48:21Z
dc.date.available 2019-03-05T07:48:21Z
dc.date.issued 2018-12
dc.identifier.issn 2340-5031
dc.identifier.uri http://hdl.handle.net/10016/27821
dc.description.abstract We propose standardization techniques for the duration distribution in a population with respect to another taken as standard using right censored data, which forms a basis for counterfactual comparisons between distributional features of interest. Alternative standardizations are based on either a proportional hazard semiparametric specification or a nonparametric specification of the underlying conditional distribution. Applications to the restricted mean survival time and the hazard rate are discussed in detail. The proposal is applied to the counterfactual analysis of spells of unemployment duration gender gaps in Spain between 2004-2007. The behavior in small samples is investigated using Monte Carlo experiments.
dc.description.sponsorship Research funded by Ministerio Economía y Competitividad (Spain), grant numbers ECO2017-86675-P and MDM 2014-0431, Comunidad de Madrid (Spain), and MadEco-CM grant number S2015/HUM-3444.
dc.format.mimetype application/pdf
dc.language.iso eng
dc.relation.ispartofseries UC3M Working papers. Economics
dc.relation.ispartofseries 18-12
dc.rights Atribución-NoComercial-SinDerivadas 3.0 España
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.subject.other Right Censoring
dc.subject.other Standardization
dc.subject.other Proportional hazard
dc.subject.other Kaplan-Meier
dc.subject.other RMST
dc.subject.other Spells of unemployment
dc.subject.other Gender gaps
dc.title Counterfactual Analysis Using Censored Duration Data
dc.type workingPaper
dc.subject.jel C14
dc.subject.jel C24
dc.subject.jel C41
dc.subject.jel J64
dc.rights.accessRights openAccess
dc.relation.projectID Gobierno de España. ECO2017-86675-P
dc.relation.projectID Gobierno de España. 2014-0431/MDM
dc.relation.projectID Comunidad de Madrid. S2015/HUM-3444/MadEco-CM
dc.type.version draft
dc.identifier.uxxi DT/0000001653
dc.contributor.funder Comunidad de Madrid
dc.contributor.funder Ministerio de Economía y Competitividad (España)
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