Econometric Mediation Analyses: Identifying the Sources of Treatment Effects from Experimentally Estimated Production Technologies with Unmeasured and Mismeasured Inputs
37 Pages Posted: 10 Aug 2013 Last revised: 10 Apr 2023
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Econometric Mediation Analyses: Identifying the Sources of Treatment Effects from Experimentally Estimated Production Technologies with Unmeasured and Mismeasured Inputs
NBER Working Paper No. w19314
Number of pages: 37
Posted: 10 Aug 2013
Last Revised: 10 Apr 2023
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Econometric Mediation Analyses: Identifying the Sources of Treatment Effects from Experimentally Estimated Production Technologies with Unmeasured and Mismeasured Inputs
IZA Discussion Paper No. 7552
Number of pages: 37
Posted: 23 Aug 2013
Downloads
41
Date Written: August 2013
Abstract
This paper presents an econometric mediation analysis. It considers identification of production functions and the sources of output effects (treatment effects) from experimental interventions when some inputs are mismeasured and others are entirely omitted.
Suggested Citation: Suggested Citation
Heckman, James J. and Pinto, Rodrigo R., Econometric Mediation Analyses: Identifying the Sources of Treatment Effects from Experimentally Estimated Production Technologies with Unmeasured and Mismeasured Inputs (August 2013). NBER Working Paper No. w19314, Available at SSRN: https://ssrn.com/abstract=2308282
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