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Parental Guidance and Supervised Learning

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Author Info
Alessandro Lizzeri (New York University)
Marciano Siniscalchi (Northwestern University)

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Abstract

We propose a simple theoretical model of supervised learning that is potentially useful to interpret a number of empirical phenomena relevant to the nature-nurture debate. The model captures a basic trade-off between sheltering the child from the consequences of his mistakes and allowing him to learn from experience. We characterize the optimal parenting policy and its comparative-statics properties. We then show that key features of the optimal policy can be useful to interpret provocative findings from behavioral genetics. (c) 2008 by the President and Fellows of Harvard College and the Massachusetts Institute of Technology..

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File URL: http://www.mitpressjournals.org/doi/pdfplus/10.1162/qjec.2008.123.3.1161
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Publisher Info
Article provided by MIT Press in its journal Quarterly Journal of Economics.

Volume (Year): 123 (2008)
Issue (Month): 3 (August)
Pages: 1161-1195
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Handle: RePEc:tpr:qjecon:v:123:y:2008:i:3:p:1161-1195

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  2. Roland Bénabou & Jean Tirole, 2002. "Self-Confidence And Personal Motivation," The Quarterly Journal of Economics, MIT Press, vol. 117(3), pages 871-915, August. [Downloadable!] (restricted)
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  4. Petra E. Todd & Kenneth I. Wolpin, 2004. "The Production of Cognitive Achievement in Children: Home, School and Racial Test Score Gaps," PIER Working Paper Archive 04-019, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania. [Downloadable!]
  5. Kalai, Ehud & Lehrer, Ehud, 1993. "Rational Learning Leads to Nash Equilibrium," Econometrica, Econometric Society, vol. 61(5), pages 1019-45, September. [Downloadable!] (restricted)
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  6. Monica Brezzi & Tze Leung Lai, 2000. "Incomplete Learning from Endogenous Data in Dynamic Allocation," Econometrica, Econometric Society, vol. 68(6), pages 1511-1516, November.
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  10. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2005. "The More the Merrier? The Effect of Family Size and Birth Order on Children's Education," The Quarterly Journal of Economics, MIT Press, vol. 120(2), pages 669-700, May.
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  11. Alberto Bisin & Thierry Verdier, 2000. ""Beyond The Melting Pot": Cultural Transmission, Marriage, And The Evolution Of Ethnic And Religious Traits," The Quarterly Journal of Economics, MIT Press, vol. 115(3), pages 955-988, August. [Downloadable!] (restricted)
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  12. Bruce Sacerdote, 2002. "The Nature and Nurture of Economic Outcomes," American Economic Review, American Economic Association, vol. 92(2), pages 344-348, May. [Downloadable!]
  13. Roland Benabou & Jean Tirole, 2003. "Intrinsic and Extrinsic Motivation," Review of Economic Studies, Blackwell Publishing, vol. 70(3), pages 489-520, 07. [Downloadable!] (restricted)
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  15. Schlag, Karl H., 1998. "Why Imitate, and If So, How?, : A Boundedly Rational Approach to Multi-armed Bandits," Journal of Economic Theory, Elsevier, vol. 78(1), pages 130-156, January. [Downloadable!] (restricted)
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  16. Bisin, Alberto & Verdier, Thierry, 1998. "Cultural Transmission, Marriage and the Evolution of Ethnic and Religious Traits," Working Papers 98-40, C.V. Starr Center for Applied Economics, New York University. [Downloadable!]
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  18. Lones Smith & Peter Norman Sorensen, 2006. "Informational Herding and Optimal Experimentation," Cowles Foundation Discussion Papers 1552, Cowles Foundation, Yale University. [Downloadable!]
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  19. Raquel Bernal, 2004. "Employment and Child Care Decisions of Mothers and the Well-being of their Children," Econometric Society 2004 North American Winter Meetings 361, Econometric Society. [Downloadable!]
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  21. Crawford, Vincent P & Sobel, Joel, 1982. "Strategic Information Transmission," Econometrica, Econometric Society, vol. 50(6), pages 1431-51, November. [Downloadable!] (restricted)
  22. Alberto Bisin & Giorgio Topa & Thierry Verdier, 2004. "Religious Intermarriage and Socialization in the United States," Journal of Political Economy, University of Chicago Press, vol. 112(3), pages 615-664, June.
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(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. Philippe Jehiel & David Ettinger, 2007. "Towards a Theory of Deception," Levine's Bibliography 843644000000000126, UCLA Department of Economics. [Downloadable!]
    Other versions:
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