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Log-concave probability and its applications

Mark Bagnoli () and Ted Bergstrom ()
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Mark Bagnoli: Purdue University

A chapter in Rationality and Equilibrium, 2006, pp 217-241 from Springer

Abstract: Summary 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.

Keywords: Log-concavity; Reliability; Hazard functions; Probability distributions; Failure rates; Costly appraisals; Mean residual lifetime (search for similar items in EconPapers)
Date: 2006
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Related works:
Journal Article: Log-concave probability and its applications (2005) Downloads
Working Paper: LOG-CONCAVE PROBABILITY AND ITS APPLICATIONS (1989)
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Persistent link: https://EconPapers.repec.org/RePEc:spr:steccp:978-3-540-29578-5_11

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DOI: 10.1007/3-540-29578-X_11

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