Testing for the Monotone Likelihood Ratio Assumption
Monotonicity of the likelihood ratio for conditioned densities is a common technical assumption in economic models. But we have found no empirical tests for its plausibility. This paper develops such a test based on the theory of order-restricted inference, which is robust with respect to the correlation structure of the distributions being compared. We apply the test to study the technology revealed by agricultural production experiments. For the data under scrutiny, the results support the assumption of the monotone likelihood ratio. In a second application, we find some support for the assumption of affiliation among bids cast in a multiple-round Vickrey auction for a consumption good. Keywords: affiliation, auction, likelihood ratio, order-restricted inference, stochastic order.
|Date of creation:||13 Feb 2003|
|Date of revision:|
|Publication status:||Published in Journal of Business & Economic Statistics, June 2004, vol. 22, pp. 358-366|
|Contact details of provider:|| Postal: Iowa State University, Dept. of Economics, 260 Heady Hall, Ames, IA 50011-1070|
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- Anderson, Gordon, 1996. "Nonparametric Tests of Stochastic Dominance in Income Distributions," Econometrica, Econometric Society, vol. 64(5), pages 1183-93, September.
- Russell Davidson & Jean-Yves Duclos, 2000.
"Statistical Inference for Stochastic Dominance and for the Measurement of Poverty and Inequality,"
Econometric Society, vol. 68(6), pages 1435-1464, November.
- Davidson, Russell & Duclos, Jean-Yves, 1998. "Statistical Inference for Stochastic Dominance and for the Measurement of Poverty and Inequality," Cahiers de recherche 9805, Université Laval - Département d'économique.
- Davidson, R. & Duclos, J.-Y., 1998. "Statistical Inference for Stochastic Dominance and for the Measurement of Poverty and Inequality," G.R.E.Q.A.M. 98a14, Universite Aix-Marseille III.
- John List & Jason Shogren, 1999.
"Price Information and Bidding Behavior in Repeated Second-Price Auctions,"
Natural Field Experiments
00526, The Field Experiments Website.
- John A. List & Jason F. Shogren, 1999. "Price Information and Bidding Behavior in Repeated Second-Price Auctions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(4), pages 942-949.
- Babcock, Bruce A. & Hennessy, David A., 1996.
"Input Demand Under Yield and Revenue Insurance,"
Staff General Research Papers Archive
794, Iowa State University, Department of Economics.
- Bruce A. Babcock & Joseph A. Herriges, 1994. "Input Demand Under Yield and Revenue Insurance," Center for Agricultural and Rural Development (CARD) Publications 94-wp127, Center for Agricultural and Rural Development (CARD) at Iowa State University.
- Buhong Zheng, 2002. "Testing Lorenz Curves with Non-Simple Random Samples," Econometrica, Econometric Society, vol. 70(3), pages 1235-1243, May.
- Susan Athey, 2002.
"Monotone Comparative Statics under Uncertainty,"
The Quarterly Journal of Economics,
Oxford University Press, vol. 117(1), pages 187-223.
- Hendricks, Kenneth & Porter, Robert H. & Wilson, Charles A., 1990.
"Auctions For Oil And Gas Leases With An Informed Bidder And A Random Reservation Price,"
90-47, C.V. Starr Center for Applied Economics, New York University.
- Hendricks, Kenneth & Porter, Robert H & Wilson, Charles A, 1994. "Auctions for Oil and Gas Leases with an Informed Bidder and a Random Reservation Price," Econometrica, Econometric Society, vol. 62(6), pages 1415-44, November.
- Savin, N.E., 1984. "Multiple hypothesis testing," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 14, pages 827-879 Elsevier.
- repec:cup:etheor:v:10:y:1994:i:5:p:849-66 is not listed on IDEAS
- Milgrom, Paul R & Weber, Robert J, 1982.
"A Theory of Auctions and Competitive Bidding,"
Econometric Society, vol. 50(5), pages 1089-1122, September.
- Beach, Charles M & Richmond, James, 1985. "Joint Confidence Intervals for Income Shares and Lorenz Curves," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 26(2), pages 439-50, June.
- Charles M. Beach & Russell Davidson, 1983. "Distribution-Free Statistical Inference with Lorenz Curves and Income Shares," Review of Economic Studies, Oxford University Press, vol. 50(4), pages 723-735.
- Innes, Robert, 1993. "Financial Contracting under Risk Neutrality, Limited Liability and Ex ante Asymmetric Information," Economica, London School of Economics and Political Science, vol. 60(237), pages 27-40, February.
- Shogren, Jason F. & Shin, Seung Youll & Hayes, Dermot J. & Kliebenstein, James, 1994.
"Resolving Differences in Willingness to Pay and Willingness to Accept,"
Staff General Research Papers Archive
701, Iowa State University, Department of Economics.
- Shogren, Jason F. & Seung Y. Shin & Dermot J. Hayes & James B. Kliebenstein, 1994. "Resolving Differences in Willingness to Pay and Willingness to Accept," American Economic Review, American Economic Association, vol. 84(1), pages 255-70, March.
- Kenneth Hendricks, 1990. "Auctions for Oil and Gas Leases with an Informed Bidder and a Random Reservation Price," Discussion Papers 910, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
- Kaur, Amarjot & Prakasa Rao, B.L.S. & Singh, Harshinder, 1994. "Testing for Second-Order Stochastic Dominance of Two Distributions," Econometric Theory, Cambridge University Press, vol. 10(05), pages 849-866, December.
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