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Comparative Statics under Uncertainty : Single Crossing Properties and Log-Supermodularity

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Author Info
Athey, S

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Abstract

This paper develops necessary and sufficient conditions for monotone comparative statics predictions in several general classes of stochastic optimization problems. There are two main results, where the first pertains to single crossing properties (of marginal returns, incremental returns, and indifference curves) in stochastic problems with a single random variable, and the second class involves log-supermodularity of functions with multiple random variables (where log-supermodularity of a density corresponds to the property affiliation from auction theory).

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Publisher Info
Paper provided by Massachusetts Institute of Technology (MIT), Department of Economics in its series Working papers with number 96-22.

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Length: 57 pages
Date of creation: 1996
Date of revision:
Handle: RePEc:mit:worpap:96-22

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Related research
Keywords: STATISTICS ; DECISION MAKING ; RISK ; UNCERTAINTY;

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Find related papers by JEL classification:
C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General
D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty

Cited by:
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  1. Federico Echenique, 1999. "Comparative Statics by Adaptative Dynamics and the Correspondence Principle," Documentos de Trabajo (working papers) 2099, Department of Economics - dECON. [Downloadable!]
    Other versions:
  2. Lones Smith, 2000. "Private Information and Trade Timing," American Economic Review, American Economic Association, vol. 90(4), pages 1012-1018, September. [Downloadable!] (restricted)
    Other versions:
  3. Jonathan Levin & Susan Athey, 2001. "The Value of Information in Monotone Decision Problems," Working Papers 01003, Stanford University, Department of Economics. [Downloadable!]
    Other versions:
  4. Susan Athey & Scott Stern, 1998. "An Empirical Framework for Testing Theories About Complimentarity in Organizational Design," NBER Working Papers 6600, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  5. Athey, Susan. & Stern, Scott, 1969-, 1998. "An empirical framework for testing theories about complementarity in orgaziational design," Working papers WP 4022-98., Massachusetts Institute of Technology (MIT), Sloan School of Management. [Downloadable!]
  6. Steven Matthews, 2002. "Moral Hazard and Capital Structure Dynamics (joint with Mathias Dewatripont and Patrick Legros) Note the special time," Theory workshop papers 357966000000000095, UCLA Department of Economics. [Downloadable!]
  7. Dewatripont, Mathias & Legros, Patrick & Matthews, Steven A, 2002. "Moral Hazard and Capital Structure Dynamics," CEPR Discussion Papers 3487, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
    Other versions:
  8. Saak, Alexander & Hennessy, David, 2001. "Location, Land Quality, And Rental Volatility," 2001 Annual meeting, August 5-8, Chicago, IL 20747, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
  9. McAdams, David, 2002. "Isotone Equilibrium in Games of Incomplete Information," Working papers 4248-02, Massachusetts Institute of Technology (MIT), Sloan School of Management. [Downloadable!]
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