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https://hdl.handle.net/10419/21419
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DC Field | Value | Language |
---|---|---|
dc.contributor.author | Heckman, James Joseph | en |
dc.contributor.author | Navarro-Lozano, Salvador | en |
dc.date.accessioned | 2009-01-28T16:22:14Z | - |
dc.date.available | 2009-01-28T16:22:14Z | - |
dc.date.issued | 2003 | - |
dc.identifier.uri | http://hdl.handle.net/10419/21419 | - |
dc.description.abstract | This paper investigates four topics. (1) It examines the different roles played by the propensity score (probability of selection) in matching, instrumental variable and control functions methods. (2) It contrasts the roles of exclusion restrictions in matching and selection models. (3) It characterizes the sensitivity of matching to the choice of conditioning variables and demonstrates the greater robustness of control function methods tomisspecification of the conditioning variables. (4) It demonstrates the problem of choosing the conditioning variables in matching and the failure of conventional model selection criteria when candidate conditioning variables are not exogenous. | en |
dc.language.iso | eng | en |
dc.publisher | |aInstitute for the Study of Labor (IZA) |cBonn | en |
dc.relation.ispartofseries | |aIZA Discussion Papers |x768 | en |
dc.subject.jel | C31 | en |
dc.subject.ddc | 330 | en |
dc.subject.keyword | matching | en |
dc.subject.keyword | control functions | en |
dc.subject.keyword | instrumental variables | en |
dc.subject.keyword | discrete choice | en |
dc.subject.keyword | identification | en |
dc.subject.stw | Schätztheorie | en |
dc.subject.stw | Statistische Methode | en |
dc.subject.stw | Wirtschaftspolitische Wirkungsanalyse | en |
dc.subject.stw | Verhalten | en |
dc.subject.stw | Theorie | en |
dc.title | Using Matching, Instrumental Variables and Control Functions to Estimate Economic Choice Models | - |
dc.type | Working Paper | en |
dc.identifier.ppn | 363011838 | en |
dc.rights | http://www.econstor.eu/dspace/Nutzungsbedingungen | en |
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