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Bounded Rationality, Learning, and Optimal Contracts

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Book cover Social Norms, Bounded Rationality and Optimal Contracts

Part of the book series: Studies in Economic Theory ((ECON.THEORY,volume 30))

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Abstract

In this chapter we explicitly model the process of the decision making by economic agents. This gives rise to dynamic models of  bounded rationality, where agents adjust their choices with time in a way they consider beneficial.

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Notes

  1. 1.

    See, Basov (2003) for details.

  2. 2.

    Propensity to experiment may have evolved in our ancestors to prevent them from getting stuck in a local optimum. For example, when looking for the optimal fishing spot along a river, they may have found the one that dominates all the nearby locations, but even a better spot may be located a mile away.

  3. 3.

    This intuition is a little misleading since in the equilibrium the principal knows the effort. However, to create correct incentives, she should pretend that she does not know and behave as a statistician who tries to estimate effort from available data.

References

  • Anderson, S. P., Goeree, J. K., & Holt, C. A. (2004). Noisy directional learning and the logit equilibrium. The Scandinavian Journal of Economics, 106, 581–602.

    Article  Google Scholar 

  • Arrow, K. J., & Hurwicz, L. (1960). Stability of gradient process in n-person games. Journal of Society of Industrial and Applied Mathematics, 8, 280–294.

    Article  Google Scholar 

  • Basov, S. (2001). Bounded rationality, reciprocity, and their economic consequnces. PhD Thesis, Graduate School of Arts and Sciences, Boston University, Boston, MA, USA.

    Google Scholar 

  • Basov, S. (2003). Incentives for boundedly rational agents, 2003. The BE Journal in Theoretical Economics (Topics), 3, 1–14.

    Google Scholar 

  • Basov, S. (2005). Bounded rationality: Static versus dynamic approach. Economic Theory, 25, 871–885.

    Article  Google Scholar 

  • Bertrand, M. & Mullainathan, S. (2000). Are CEOs rewarded for luck: A test of performance filtering. NBER Working Paper 7604.

    Google Scholar 

  • Bush, R., & Mosteller, F. (1955). Stochastic models for learning. New York, NY, USA: Wiley.

    Google Scholar 

  • Dewartripont, M., Jewitt, I., & Tirole, L. (1999). The economics of career concerns, Part I. Review of Economic Studies, 66, 183–198.

    Article  Google Scholar 

  • Foster, D., & Young, P. (1990). Stochastic evolutionary game dynamics. Theoretical Population Biology, 38, 219–232.

    Article  Google Scholar 

  • Friedman, D. (2000). The evolutionary game model of financial markets. Quantitative Finance, 1, 177–185.

    Article  Google Scholar 

  • Friedman, D., & Yellin, J. (1997). Evolving landscapes for population games. University of California Santa Cruz: Mimeo.

    Google Scholar 

  • Fudenberg, D., & Harris, C. (1992). Evolutionary dynamics with aggregate shocks. Journal of Economic Theory, 57, 420–441.

    Article  Google Scholar 

  • Gale, D., & Rosenthal, R. W. (1999). Experimentation, imitation, and stochastic stability. Journal of Economic Theory, 84, 1–40.

    Article  Google Scholar 

  • Hart, O., & Holmström, B. (1987). The theory of contracts. In T. Bewley (Ed.), Advances in economic theory: Fifth world congress. New York, NY, USA: Cambridge University Press.

    Google Scholar 

  • Holmström, B. (1979). Moral hazard and observability. Bell Journal of Economics, 10, 74–91.

    Article  Google Scholar 

  • Holmström, B. (1982). Moral hazard in teams. Bell Journal of Economics, 13, 324–340.

    Article  Google Scholar 

  • Jensen, M. C., & Murphy, K. J. (1990). Performance pay and top-management incentives. Journal of Political Economy, 98, 225–264.

    Google Scholar 

  • Kandori, M., Mailath, G., & Rob, R. (1993). Learning, mutation and long run equilibria in games. Econometrica, 61, 29–56.

    Article  Google Scholar 

  • Mirrlees, J. A. (1974). Notes on welfare economics, information and uncertainty. In M. Balch, D. McFadden, & S. Wu (Eds.), Essays in economic behavior under uncertainty. Amsterdam: North-Holland.

    Google Scholar 

  • Mirrlees, J. A. (1976). The optimal structure of authority and incentives within an organization. Bell Journal of Economics, 7, 105–131.

    Article  Google Scholar 

  • Ross, S. (1973). The economic theory of agency: The principal’s problem. American Economic Review, 63, 134–139.

    Google Scholar 

  • Shavell, S. (1979). Risk sharing and incentives in the principal and agent relationship. Bell Journal of Economics, 10, 55–73.

    Article  Google Scholar 

  • Spence, M., & Zeckhauser, R. (1971). Insurance, information and individual action. American Economic Review: Papers and Proceedings, 61, 380–387.

    Google Scholar 

  • Young, P. (1993). The evolution of conventions. Econometrica, 61, 57–84.

    Article  Google Scholar 

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Correspondence to Suren Basov .

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Basov, S. (2016). Bounded Rationality, Learning, and Optimal Contracts. In: Social Norms, Bounded Rationality and Optimal Contracts. Studies in Economic Theory, vol 30. Springer, Singapore. https://doi.org/10.1007/978-981-10-1041-5_6

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