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IZA Discussion Papers, Forschungsinstitut zur Zukunft der Arbeit (IZA) >
Please use this identifier to cite or link to this item:
http://hdl.handle.net/10419/35857
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Full metadata record
| DC Field | | Value | | Language |
| dc.contributor.author | | Gaure, Simen | | en_US |
| dc.contributor.author | | Røed, Knut | | en_US |
| dc.contributor.author | | van den Berg, Gerard J. | | en_US |
| dc.contributor.author | | Zhang, Tao | | en_US |
| dc.date.accessioned | | 2010-03-16 | | en_US |
| dc.date.accessioned | | 2010-07-07T12:02:33Z | | - |
| dc.date.available | | 2010-07-07T12:02:33Z | | - |
| dc.date.issued | | 2010 | | en_US |
| dc.identifier.uri | | http://hdl.handle.net/10419/35857 | | - |
| dc.description.abstract | | Consider a setting where a treatment that starts at some point during a spell (e.g. in unemployment) may impact on the hazard rate of the spell duration, and where the impact may be heterogeneous across subjects. We provide Monte Carlo evidence on the feasibility of estimating the distribution of treatment effects from duration data with selectivity, by means of a nonparametric maximum likelihood estimator with unrestricted numbers of mass points for the heterogeneity distribution. We find that specifying the treatment effect as homogenous may yield misleading average results if the true effects are heterogeneous, even when the sorting into treatment is appropriately accounted for. Specifying the treatment effect as a random coefficient allows for precise estimation of informative average treatment effects including the program's overall impact on the mean duration. | | en_US |
| dc.language.iso | | eng | | en_US |
| dc.publisher | | IZA Bonn | | en_US |
| dc.relation.ispartofseries | | IZA Discussion Papers 4794 | | en_US |
| dc.subject.jel | | C31 | | en_US |
| dc.subject.jel | | C41 | | en_US |
| dc.subject.jel | | J64 | | en_US |
| dc.subject.jel | | C63 | | en_US |
| dc.subject.ddc | | 330 | | en_US |
| dc.subject.keyword | | Duration analysis | | en_US |
| dc.subject.keyword | | unobserved heterogeneity | | en_US |
| dc.subject.keyword | | program evaluation | | en_US |
| dc.subject.keyword | | nonparametric estimation | | en_US |
| dc.subject.keyword | | Monte Carlo simulation | | en_US |
| dc.subject.keyword | | timing of events | | en_US |
| dc.subject.keyword | | random effects | | en_US |
| dc.title | | Estimation of heterogeneous treatment effects on hazard rates | | en_US |
| dc.type | | Working Paper | | en_US |
| dc.identifier.ppn | | 621206644 | | en_US |
| dc.rights | | http://www.econstor.eu/dspace/Nutzungsbedingungen | | - |
| Appears in Collections: | | IZA Discussion Papers, Forschungsinstitut zur Zukunft der Arbeit (IZA)
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