Causal Effects in Non-Experimental Studies: Re-Evaluating the Evaluation of Training Programs
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- Angrist, Joshua D, 1990.
"Lifetime Earnings and the Vietnam Era Draft Lottery: Evidence from Social Security Administrative Records: Errata,"
American Economic Review, American Economic Association, vol. 80(5), pages 1284-1286, December.
- Angrist, Joshua D, 1990. "Lifetime Earnings and the Vietnam Era Draft Lottery: Evidence from Social Security Administrative Records," American Economic Review, American Economic Association, vol. 80(3), pages 313-336, June.
- Joshua D. Angrist, 1989. "Lifetime Earnings and the Vietnam Era Draft Lottery: Evidence from Social Security Administrative Records," Working Papers 631, Princeton University, Department of Economics, Industrial Relations Section..
- Card, David & Sullivan, Daniel G, 1988.
"Measuring the Effect of Subsidized Training Programs on Movements in and out of Employment,"
Econometrica, Econometric Society, vol. 56(3), pages 497-530, May.
- David Card & Daniel Sullivan, 1987. "Measuring the Effect of Subsidized Training Programs on Movements In andOut of Employment," NBER Working Papers 2173, National Bureau of Economic Research, Inc.
- repec:pri:indrel:dsp01pn89d6584 is not listed on IDEAS
- LaLonde, Robert J, 1986.
"Evaluating the Econometric Evaluations of Training Programs with Experimental Data,"
American Economic Review, American Economic Association, vol. 76(4), pages 604-620, September.
- Robert J. LaLonde, 1984. "Evaluating the Econometric Evaluations of Training Programs with Experimental Data," Working Papers 563, Princeton University, Department of Economics, Industrial Relations Section..
- Orley Ashenfelter, 1974. "The Effect of Manpower Training Earnings: Preliminary Results," Working Papers 440, Princeton University, Department of Economics, Industrial Relations Section..
- Heckman, James J. & Robb, Richard Jr., 1985. "Alternative methods for evaluating the impact of interventions : An overview," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 239-267.
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More about this item
JEL classification:
- C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ECM-1998-06-15 (Econometrics)
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This item is featured on the following reading lists, Wikipedia, or ReplicationWiki pages:- Causal Effects in Nonexperimental Studies: Reevaluating the Evaluation of Training Programs (Journal of the American Statistical Association (JASA) 1999) in ReplicationWiki
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