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Log-concave Probability and its Applications

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Author Info
Mark Bagnoli (Purdue)
Ted Bergstrom (University of California, Santa Barbara)

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Abstract

In many applications, assumptions about the log-concavity of a probability distribution allow just enough special structure to yield a workable theory. This paper catalogs a series of theorems relating log-concavity and/or log-convexity of probability density functions, distribution functions,reliability functions, and their integrals. We list a large number of commonly-used probability distributions and report the log-concavity or log-convexity of their density functions and their integrals. We also discuss a variety of applications of log-concavity that have appeared in the literature.

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File URL: http://repositories.cdlib.org/cgi/viewcontent.cgi?article=1144&context=ucsbecon
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Publisher Info
Paper provided by Department of Economics, UC Santa Barbara in its series University of California at Santa Barbara, Economics Working Paper Series with number 1989D.

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Date of creation: 01 Jan 2004
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Handle: RePEc:cdl:ucsbec:1989d

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Related research
Keywords: log concave probability; reliability theory; lemons market; probability distributions;

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References listed on IDEAS
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.:
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  2. Ilya Segal, 2003. "Optimal Pricing Mechanisms with Unknown Demand," American Economic Review, American Economic Association, vol. 93(3), pages 509-529, June. [Downloadable!]
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    Other versions:
  4. Armstrong, Mark, 2006. "Price discrimination," MPRA Paper 4693, University Library of Munich, Germany. [Downloadable!]
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  6. repec:att:wimass:1920318 is not listed on IDEAS
  7. Chowdhry, Bhagwan & Jegadeesh, Narasimhan, 1994. "Pre-Tender Offer Share Acquisition Strategy in Takeovers," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 29(01), pages 117-129, March. [Downloadable!]
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  9. Haimanko, Ori & Le Breton, Michel & Weber, Shlomo, 2003. "Transfers in a Polarized Country : Bridging the Gap between Efficiency and Stability," IDEI Working Papers 208, Institut d'Économie Industrielle (IDEI), Toulouse. [Downloadable!]
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  11. Heckman, James J & Honore, Bo E, 1990. "The Empirical Content of the Roy Model," Econometrica, Econometric Society, vol. 58(5), pages 1121-49, September. [Downloadable!] (restricted)
  12. Eric Maskin & John Riley, 1984. "Monopoly with Incomplete Information," RAND Journal of Economics, The RAND Corporation, vol. 15(2), pages 171-196, Summer. [Downloadable!] (restricted)
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  14. Michael H. Riordan & David E.M. Sappington, 1989. "Second Sourcing," RAND Journal of Economics, The RAND Corporation, vol. 20(1), pages 41-58, Spring. [Downloadable!] (restricted)
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  16. Bagnoli, Mark & Khanna, Naveen, 1991. "Buyers' and Sellers' Agents in the Housing Market," The Journal of Real Estate Finance and Economics, Springer, vol. 4(2), pages 147-56, June.
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  19. An, M.Y., 1996. "Log-Concave Probability Distributions : Theory and Statistical Testing," Papers 96-01, Centre for Labour Market and Social Research, Danmark-.
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  20. Steven A. Matthews, 1985. "Comparing Auctions for Risk Averse Buyers: A Buyer's Pointof View," Discussion Papers 664R, Northwestern University, Center for Mathematical Studies in Economics and Management Science. [Downloadable!]
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  21. An, Mark Yuying, 1998. "Logconcavity versus Logconvexity: A Complete Characterization," Journal of Economic Theory, Elsevier, vol. 80(2), pages 350-369, June. [Downloadable!] (restricted)
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