Inductive Inference: An Axiomatic Approach
A predictor is asked to rank eventualities according to their plausibility, based on past cases. We assume that she can form a ranking given any memory that consists of finitely many past cases. Mild consistency requirements on these rankings imply that they have a numerical representation via a matrix assigning numbers to eventuality--case pairs, as follows. Given a memory, each eventuality is ranked according to the sum of the numbers in its row, over cases in memory. The number attached to an eventuality--case pair can be interpreted as the degree of support that the past case lends to the plausibility of the eventuality. Special instances of this result may be viewed as axiomatizing kernel methods for estimation of densities and for classification problems. Interpreting the same result for rankings of theories or hypotheses, rather than of specific eventualities, it is shown that one may ascribe to the predictor subjective conditional probabilities of cases given theories, such that her rankings of theories agree with rankings by the likelihood functions. Copyright The Econometric Society 2003.
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Volume (Year): 71 (2003)
Issue (Month): 1 (January)
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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.:
- Repullo, R. & Suarez, J., 1996.
"Monitoring, Liquidation, and Security Design,"
273, Banca Italia - Servizio di Studi.
- Gertner, Robert & Scharfstein, David, 1991.
" A Theory of Workouts and the Effects of Reorganization Law,"
Journal of Finance,
American Finance Association, vol. 46(4), pages 1189-1222, September.
- Robert Gertner & David Scharfstein, 1991. "A Theory of Workouts and the Effects of Reorganization Law," NBER Technical Working Papers 0103, National Bureau of Economic Research, Inc.
- Preece, Dianna & Mullineaux, Donald J., 1996. "Monitoring, loan renegotiability, and firm value: The role of lending syndicates," Journal of Banking & Finance, Elsevier, vol. 20(3), pages 577-593, April.
- Ariel Rubinstein, 2010.
"Perfect Equilibrium in a Bargaining Model,"
Levine's Working Paper Archive
661465000000000387, David K. Levine.
- Raghuram G. Rajan & Luigi Zingales, .
"Power in a Theory of the Firm,"
CRSP working papers
335, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
- Gregor Andrade & Steven N. Kaplan, 1997.
"How Costly is Financial (not Economic) Distress? Evidence from Highly Leveraged Transactions that Became Distressed,"
NBER Working Papers
6145, National Bureau of Economic Research, Inc.
- Gregor Andrade & Steven N. Kaplan, 1998. "How Costly is Financial (Not Economic) Distress? Evidence from Highly Leveraged Transactions that Became Distressed," Journal of Finance, American Finance Association, vol. 53(5), pages 1443-1493, October.
- Alan Schwartz & Joel Watson, 2000.
"Economic and Legal Aspects of Costly Recontracting,"
Yale School of Management Working Papers
ysm143, Yale School of Management, revised 01 Jan 2001.
- Schwartz, Alan & Watson, Joel, 2000. "Economic and Legal Aspects of Costly Recontracting," University of California at San Diego, Economics Working Paper Series qt4jr3g3h7, Department of Economics, UC San Diego.
- Obstfeld, Maurice, 1996.
"Models of Currency Crises with Self-fulfilling Features,"
CEPR Discussion Papers
1315, C.E.P.R. Discussion Papers.
- Obstfeld, Maurice, 1996. "Models of currency crises with self-fulfilling features," European Economic Review, Elsevier, vol. 40(3-5), pages 1037-1047, April.
- Maurice Obstfeld, 1995. "Models of Currency Crises with Self-Fulfilling Features," NBER Working Papers 5285, National Bureau of Economic Research, Inc.
- Mitchell A. Petersen & Raghuram G. Rajan, 1996.
"Trade Credit: Theories and Evidence,"
NBER Working Papers
5602, National Bureau of Economic Research, Inc.
- Welch, Ivo, 1997. "Why Is Bank Debt Senior? A Theory of Asymmetry and Claim Priority Based on Influence Costs," Review of Financial Studies, Society for Financial Studies, vol. 10(4), pages 1203-36.
- Hotchkiss, Edith S. & Mooradian, Robert M., 1997. "Vulture investors and the market for control of distressed firms," Journal of Financial Economics, Elsevier, vol. 43(3), pages 401-432, March.
- Cooter, Robert D & Rubinfeld, Daniel L, 1989. "Economic Analysis of Legal Disputes and Their Resolution," Journal of Economic Literature, American Economic Association, vol. 27(3), pages 1067-97, September.
- Edward L. Glaeser & Andrei Shleifer, 2001.
"The Rise of the Regulatory State,"
NBER Working Papers
8650, National Bureau of Economic Research, Inc.
- Edward L. Glaeser & Andrei Shleifer, 2001. "The Rise of the Regulatory State," Harvard Institute of Economic Research Working Papers 1934, Harvard - Institute of Economic Research.
- Rajan, Raghuram G, 1992. " Insiders and Outsiders: The Choice between Informed and Arm's-Length Debt," Journal of Finance, American Finance Association, vol. 47(4), pages 1367-400, September.
- Brunner, Antje & Krahnen, Jan Pieter, 2001. "Corporate Debt Restructuring: Evidence on Lending Coordination in Financial Distress," CEPR Discussion Papers 3030, C.E.P.R. Discussion Papers.
- Bernardo, Antonio E & Talley, Eric & Welch, Ivo, 2000.
"A Theory of Legal Presumptions,"
Journal of Law, Economics and Organization,
Oxford University Press, vol. 16(1), pages 1-49, April.
- Douglas W. Diamond & Philip H. Dybvig, 2000.
"Bank runs, deposit insurance, and liquidity,"
Federal Reserve Bank of Minneapolis, issue Win, pages 14-23.
- Sanford J. Grossman & Oliver D. Hart, 1980. "Takeover Bids, the Free-Rider Problem, and the Theory of the Corporation," Bell Journal of Economics, The RAND Corporation, vol. 11(1), pages 42-64, Spring.
- Morris, Stephen & Shin, Hyun Song, 1997.
"Unique Equilibrium in a Model of Self-fulfilling Currency Attacks,"
CEPR Discussion Papers
1687, C.E.P.R. Discussion Papers.
- Morris, Stephen & Shin, Hyun Song, 1998. "Unique Equilibrium in a Model of Self-Fulfilling Currency Attacks," American Economic Review, American Economic Association, vol. 88(3), pages 587-97, June.
- Morris, S & Song Shin, H, 1996. "Unique Equilibrium in a Model of Self-Fulfilling Currency Attacks," Economics Papers 126, Economics Group, Nuffield College, University of Oxford.
- Biais, Bruno & Gollier, Christian, 1997. "Trade Credit and Credit Rationing," Review of Financial Studies, Society for Financial Studies, vol. 10(4), pages 903-37.
- Jean Helwege, 1999. "How Long Do Junk Bonds Spend in Default?," Journal of Finance, American Finance Association, vol. 54(1), pages 341-357, 02.
- Erik BERGLÖF & Gérard ROLAND & Ernst-Ludwig VON THADDEN, 2000. "An Incomplete Contracts Approach to Corporate Bankruptcy," Cahiers de Recherches Economiques du Département d'Econométrie et d'Economie politique (DEEP) 00.12, Université de Lausanne, Faculté des HEC, DEEP, revised Apr 2002.
- Luigi Zingales, 1995. "Insider Ownership and the Decision to Go Public," Review of Economic Studies, Oxford University Press, vol. 62(3), pages 425-448.
- Bolton, Patrick & Scharfstein, David S, 1996. "Optimal Debt Structure and the Number of Creditors," Journal of Political Economy, University of Chicago Press, vol. 104(1), pages 1-25, February.
- Hirshleifer, J, 1978. "Competition, Cooperation, and Conflict in Economics and Biology," American Economic Review, American Economic Association, vol. 68(2), pages 238-43, May.
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