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Econometric Evaluation of Social Programs, Part III: Distributional Treatment Effects, Dynamic Treatment Effects, Dynamic Discrete Choice, and General Equilibrium Policy Evaluation

In: Handbook of Econometrics

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Author Info
Abbring, Jaap H.
Heckman, James J.

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Abstract

This chapter develops three topics. (1) Identification of the distributions of treatment effects and the distributions of agent subjective evaluations of treatment effects. Methods for identifying ex ante and ex post distributions are presented and empirical examples are given. (2) Identification of dynamic treatment effects. The relationship between the statistical literature on dynamic causal inference based on sequential-randomization and the dynamic discrete-choice literature is exposited. The value of well posed economic choice models for decision making under uncertainty in analyzing and interpreting dynamic intervention studies is developed. A survey of the dynamic discrete-choice literature is presented. (3) The key ideas and papers in the recent literature on general equilibrium evaluations of social programs are summarized.

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This chapter was published in: J.J. Heckman & E.E. Leamer (ed.) Handbook of Econometrics, , chapter 72, pages , 2007.

This item is provided by Elsevier in its series Handbook of Econometrics with number 6b-72.

Handle: RePEc:eee:ecochp:6b-72

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Related research
This chapter was published in the following book, which is listed on IDEAS:
J.J. Heckman & E.E. Leamer (ed.), 2007. "Handbook of Econometrics," Handbook of Econometrics, Elsevier, edition 1, volume 6, number 6b, September. [Downloadable!] (restricted)
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Find related papers by JEL classification:
C39 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Other

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  1. James J. Heckman & Lance J. Lochner & Petra E. Todd, 2008. "Earnings Functions and Rates of Return," University of Western Ontario, CIBC Human Capital and Productivity Project Working Papers 20082, University of Western Ontario, CIBC Human Capital and Productivity Project. [Downloadable!]
    Other versions:
  2. Jaap Abbring & James Heckman, 2008. "Dynamic policy analysis," CeMMAP working papers CWP05/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies. [Downloadable!]
  3. Flavio Cunha & James J. Heckman & Salvador Navarro, 2007. "The Identification and Economic Content of Ordered Choice Models with Stochastic Thresholds," IZA Discussion Papers 2940, Institute for the Study of Labor (IZA). [Downloadable!]
    Other versions:
  4. Flavio Cunha & James Heckman, 2007. "The Evolution of Inequality, Heterogeneity and Uncertainty in Labor Earnings in the U.S. Economy," PIER Working Paper Archive 07-032, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania. [Downloadable!]
    Other versions:
  5. Heckman, James J., 2008. "Econometric Causality," IZA Discussion Papers 3425, Institute for the Study of Labor (IZA). [Downloadable!]
    Other versions:
  6. Flavio Cunha & James J. Heckman & Salvador Navarro, 2007. "The Identification & Economic Content of Ordered Choice Models with Stochastic Thresholds," Working Papers 200726, Geary Institute, University College Dublin. [Downloadable!]
  7. Yingyao Hu & Matthew Shum, 2008. "Identifying Dynamic Games with Serially-Correlated Unobservables," Economics Working Paper Archive 546, The Johns Hopkins University,Department of Economics. [Downloadable!]
  8. Fali Huang & Myoung-jae Lee, 2009. "Dynamic Treatment Effect Analysis of TV Effects on Child Cognitive Development," Discussion Paper Series 0906, Institute of Economic Research, Korea University. [Downloadable!]
    Other versions:
  9. Steven D. Levitt & John A. List, 2008. "Field Experiments in Economics: The Past, The Present, and The Future," NBER Working Papers 14356, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  10. James J. Heckman & Sergio Urzua, 2009. "Comparing IV With Structural Models: What Simple IV Can and Cannot Identify," NBER Working Papers 14706, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  11. Flavio Cunha & James J. Heckman, 2009. "The Economics and Psychology of Inequality and Human Development," NBER Working Papers 14695, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
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