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Policy-Relevant Treatment Effects

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Author Info
James J. Heckman
Edward Vytlacil

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Article provided by American Economic Association in its journal American Economic Review.

Volume (Year): 91 (2001)
Issue (Month): 2 (May)
Pages: 107-111
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Handle: RePEc:aea:aecrev:v:91:y:2001:i:2:p:107-111

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  1. James J. Heckman & Edward J. Vytlacil, 2000. "Local Instrumental Variables," NBER Technical Working Papers 0252, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  2. Hidehiko Ichimura & Christopher R. Taber, 2000. "Direct Estimation of Policy Impacts," NBER Technical Working Papers 0254, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  3. Angrist, Joshua D & Graddy, Kathryn & Imbens, Guido W, 2000. "The Interpretation of Instrumental Variables Estimators in Simultaneous Equations Models with an Application to the Demand for Fish," Review of Economic Studies, Blackwell Publishing, vol. 67(3), pages 499-527, July.
  4. Bjorklund, Anders & Moffitt, Robert, 1987. "The Estimation of Wage Gains and Welfare Gains in Self-selection," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 42-49, February. [Downloadable!] (restricted)
  5. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-75, March. [Downloadable!] (restricted)
    Other versions:
  6. Edward Vytlacil, 2002. "Independence, Monotonicity, and Latent Index Models: An Equivalence Result," Econometrica, Econometric Society, vol. 70(1), pages 331-341, January. [Downloadable!] (restricted)
  7. Yitzhaki, Shlomo, 1996. "On Using Linear Regressions in Welfare Economics," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(4), pages 478-86, October.
  8. James J. Heckman & Jeffrey A. Smith, 1998. "Evaluating the Welfare State," NBER Working Papers 6542, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Partha Deb & Pravin K. Trivedi, 2002. "Specification and Simulated Likelihood Estimation of a Non-normal Outcome Model with Selection: Application to Health Care Utilization," Hunter College Department of Economics Working Papers 02/5, Hunter College: Department of Economics, revised 2004. [Downloadable!]
  2. Jeffrey Smith & Petra Todd, 2003. "Does Matching Overcome Lalonde's Critique of Nonexperimental Estimators?," University of Western Ontario, CIBC Human Capital and Productivity Project Working Papers 20035, University of Western Ontario, CIBC Human Capital and Productivity Project. [Downloadable!]
    Other versions:
  3. Blundell, Richard & Gosling, Amanda & Ichimura, Hidehiko & Meghir, Costas, 2004. "Changes in the Distribution of Male and Female Wages Accounting for Employment Composition Using Bounds," IZA Discussion Papers 1350, Institute for the Study of Labor (IZA). [Downloadable!]
    Other versions:
  4. Etienne Dumont & Bernard Fortin & Nicolas Jacquemet & Bruce S. Shearer, 2008. "Physicians’ Multitasking and Incentives: Empirical Evidence from a Natural Experiment," CIRANO Working Papers 2008s-20, CIRANO. [Downloadable!]
    Other versions:
  5. P. Deb & F. Rosati, 2004. "Estimating the effect of fertility decisions on child labour and schooling," UCW Working Paper 30, Understanding Children's Work (UCW Project). [Downloadable!]
    Other versions:
  6. Petra E. Todd & Kenneth I. Wolpin, 2003. "On The Specification and Estimation of The Production Function for Cognitive Achievement," Economic Journal, Royal Economic Society, vol. 113(485), pages F3-F33, February. [Downloadable!] (restricted)
  7. Martinez Perez, Jorge Eduardo & Mendez Martinez, Ildefonso, 2008. "¿Qué podemos saber sobre el Valor Estadístico de la Vida en España utilizando datos laborales?," MPRA Paper 11165, University Library of Munich, Germany. [Downloadable!]
  8. Timothy J. Bartik, 2002. "Evaluating the Impacts of Local Economic Development Policies On Local Economic Outcomes: What Has Been Done and What is Doable?," Staff Working Papers 03-89, W.E. Upjohn Institute for Employment Research. [Downloadable!] (restricted)
  9. Anirban Basu & James J. Heckman & Salvador Navarro-Lozano & Sergio Urzua, 2007. "Use of instrumental variables in the presence of heterogeneity and self-selection: an application to treatments of breast cancer patients," Health Economics, John Wiley & Sons, Ltd., vol. 16(11), pages 1133-1157. [Downloadable!]
  10. M.Biggeri & L.Guarcello & S.Lyon & F.Rosati, 2003. "The Puzzle of 'Idle' Children: Neither in School nor performing Economic Activity: Evidence from six Countries," UCW Working Paper 5, Understanding Children's Work (UCW Project). [Downloadable!]
  11. Hongbin Cai & Yuyu Chen & Hanming Fang, 2007. "Observational Learning: Evidence from a Randomized Natural Field Experiment," NBER Working Papers 13516, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  12. Lokshin, Michael & Glinskaya, Elena, 2008. "The effect of male migration for work on employment patterns of females in nepal," Policy Research Working Paper Series 4757, The World Bank. [Downloadable!]
  13. Anirban Basu & James J. Heckman & Salvador Navarro-Lozano & Sergio Urzua, 2007. "Use of instrumental variables in the presence of heterogeneity and self-selection: An application in breast cancer patients," Health, Econometrics and Data Group (HEDG) Working Papers 07/07, HEDG, c/o Department of Economics, University of York. [Downloadable!]
  14. Christian Durán, 2004. "Evaluación microeconométrica de las políticas públicas de empleo: aspectos metodológicos," Hacienda Pública Española, IEF, vol. 170(3), pages 107-133, september. [Downloadable!]
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