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The Economic Contributions of James J. Heckman and Daniel L. McFadden

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  • Carolyn Heinrich
  • Jeffrey Wenger

Abstract

This paper analyzes the economic contributions of Daniel L. McFadden and James J. Heckman, who were awarded the Nobel Prize in economic science in 2000. McFadden's analytical work on discrete choices and related theory brings economic tools to bear on policy questions that previously had not been empirically investigated. The multinomial logit and similar models developed by McFadden enable researchers to empirically model factors that affect individual choices (e.g. of travel mode, occupation or employment, and residential location) with discrete outcomes. Heckman's research on selective samples demonstrates the difficulty of achieving generalizable results in analyses of choice-based behavior. In addition, his work on the evaluation of social programs has challenged conventional beliefs about the infallibility of experimental evaluation results and explored the limits and potential of non-experimental methodologies in a range of social science applications.

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Bibliographic Info

Article provided by Taylor & Francis Journals in its journal Review of Political Economy.

Volume (Year): 14 (2002)
Issue (Month): 1 ()
Pages: 69-89

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Handle: RePEc:taf:revpoe:v:14:y:2002:i:1:p:69-89

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References

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  1. Jonathan Feinstein & Daniel McFadden, 1989. "The Dynamics of Housing Demand by the Elderly: Wealth, Cash Flow, and Demographic Effects," NBER Chapters, in: The Economics of Aging, pages 55-92 National Bureau of Economic Research, Inc.
  2. Heckman, James J, 1974. "Shadow Prices, Market Wages, and Labor Supply," Econometrica, Econometric Society, vol. 42(4), pages 679-94, July.
  3. McFadden, Daniel L., 2000. "Economic Choices," Nobel Prize in Economics documents 2000-6, Nobel Prize Committee.
  4. James J. Heckman & Jeffrey Smith, 2000. "The Sensitivity of Experimental Impact Estimates (Evidence from the National JTPA Study)," NBER Chapters, in: Youth Employment and Joblessness in Advanced Countries, pages 331-356 National Bureau of Economic Research, Inc.
  5. James Heckman, 1997. "Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations," Journal of Human Resources, University of Wisconsin Press, vol. 32(3), pages 441-462.
  6. McFadden, Daniel, 1987. "Regression-based specification tests for the multinomial logit model," Journal of Econometrics, Elsevier, vol. 34(1-2), pages 63-82.
  7. J. A. Hausman, 1976. "Specification Tests in Econometrics," Working papers 185, Massachusetts Institute of Technology (MIT), Department of Economics.
  8. Thomas Mroz, . "The Sensitivity of an Empirical Model of Married Women's Hours of Work to Economic and Statistical Assumptions," University of Chicago - Population Research Center 84-8, Chicago - Population Research Center.
  9. 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.
  10. Heckman, James J & Ichimura, Hidehiko & Todd, Petra E, 1997. "Matching as an Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," Review of Economic Studies, Wiley Blackwell, vol. 64(4), pages 605-54, October.
  11. Donohue, John J, III & Heckman, James, 1991. "Continuous versus Episodic Change: The Impact of Civil Rights Policy on the Economic Status of Blacks," Journal of Economic Literature, American Economic Association, vol. 29(4), pages 1603-43, December.
  12. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
  13. Jeffrey Smith & Petra Todd, 2003. "Does Matching Overcome Lalonde's Critique of Nonexperimental Estimators?," University of Western Ontario, CIBC Centre for Human Capital and Productivity Working Papers 20035, University of Western Ontario, CIBC Centre for Human Capital and Productivity.
  14. Heckman, James J & Lochner, Lance & Taber, Christopher, 1998. "Tax Policy and Human-Capital Formation," American Economic Review, American Economic Association, vol. 88(2), pages 293-97, May.
  15. Michael D. Hurd & Daniel McFadden & Angela Merrill, 2001. "Predictors of Mortality among the Elderly," NBER Chapters, in: Themes in the Economics of Aging, pages 171-198 National Bureau of Economic Research, Inc.
  16. Arulampalam, W. & Robin A. Naylor & Jeremy P. Smith, 2002. "University of Warwick," Royal Economic Society Annual Conference 2002 9, Royal Economic Society.
  17. James J. Heckman & Lance Lochner & Christopher Taber, 1998. "General Equilibrium Treatment Effects: A Study of Tuition Policy," NBER Working Papers 6426, National Bureau of Economic Research, Inc.
  18. D. McFadden & J. Hausman, 1981. "Specification Tests for the Multinominal Logit Model," Working papers 292, Massachusetts Institute of Technology (MIT), Department of Economics.
  19. Heckman, James J. & Vytlacil, Edward J., 2000. "The relationship between treatment parameters within a latent variable framework," Economics Letters, Elsevier, vol. 66(1), pages 33-39, January.
  20. James J. Heckman, 1974. "Effects of Child-Care Programs on Women's Work Effort," NBER Chapters, in: Marriage, Family, Human Capital, and Fertility, pages 136-169 National Bureau of Economic Research, Inc.
  21. Hilary W. Hoynes & Daniel L. McFadden, 1996. "The Impact of Demographics on Housing and Nonhousing Wealth in the United States," NBER Chapters, in: The Economic Effects of Aging in the United States and Japan, pages 153-194 National Bureau of Economic Research, Inc.
  22. McFadden, Daniel, 1974. "The measurement of urban travel demand," Journal of Public Economics, Elsevier, vol. 3(4), pages 303-328, November.
  23. Heckman, James J & Sedlacek, Guilherme, 1985. "Heterogeneity, Aggregation, and Market Wage Functions: An Empirical Model of Self-selection in the Labor Market," Journal of Political Economy, University of Chicago Press, vol. 93(6), pages 1077-1125, December.
  24. Heckman, James J, 1996. "Randomization as an Instrumental Variable: Notes," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 336-41, May.
  25. James J. Heckman & Thomas E. MaCurdy, 1982. "New Methods for Estimating Labor Supply Functions: A Survey," NBER Working Papers 0858, National Bureau of Economic Research, Inc.
  26. James J. Heckrnan, 1974. "Effects of Child-Care Programs on Women's Work Effort," NBER Chapters, in: Economics of the Family: Marriage, Children, and Human Capital, pages 491-524 National Bureau of Economic Research, Inc.
  27. Nancy Clements & James Heckman & Jeffrey Smith, 1994. "Making the Most Out Of Social Experiments: Reducing the Intrinsic Uncertainty in Evidence from Randomized Trials with an Application to the JTPA Exp," NBER Technical Working Papers 0149, National Bureau of Economic Research, Inc.
  28. Daniel McFadden, 1977. "Quantitative Methods for Analyzing Travel Behaviour of Individuals: Some Recent Developments," Cowles Foundation Discussion Papers 474, Cowles Foundation for Research in Economics, Yale University.
  29. Heckman, James J & Macurdy, Thomas E, 1980. "A Life Cycle Model of Female Labour Supply," Review of Economic Studies, Wiley Blackwell, vol. 47(1), pages 47-74, January.
  30. Train, Kenneth & McFadden, Daniel & Johnson, Reed, 2000. "Discussion of Morey and Waldman's "Measurement Error in Recreation Demand Models"," Journal of Environmental Economics and Management, Elsevier, vol. 40(1), pages 76-81, July.
  31. David G. Blanchflower & Richard B. Freeman, 2000. "Youth Employment and Joblessness in Advanced Countries," NBER Books, National Bureau of Economic Research, Inc, number blan00-1, July.
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