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Parental Guidance and Supervised Learning

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Alessandro Lizzeri
Marciano Siniscalchi

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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. The model captures a basic tradeoff 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.

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Paper provided by Northwestern University, Center for Mathematical Studies in Economics and Management Science in its series Discussion Papers with number 1432.

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Date of creation: Nov 2006
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Handle: RePEc:nwu:cmsems:1432

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  5. 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!]
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  18. 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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  20. 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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  21. 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!]
  22. Gilboa, Itzhak & Schmeidler, David, 1995. "Case-Based Decision Theory," The Quarterly Journal of Economics, MIT Press, vol. 110(3), pages 605-39, August. [Downloadable!] (restricted)
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  24. 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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  1. Philippe Jehiel & David Ettinger, 2007. "Towards a Theory of Deception," Levine's Bibliography 843644000000000126, UCLA Department of Economics. [Downloadable!]
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