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Multiple output production with undesirable outputs: an application to nitrogen surplus in agriculture

Fernandez, C. and Koop, G.M. and Steel, M. (2002) Multiple output production with undesirable outputs: an application to nitrogen surplus in agriculture. Journal of the American Statistical Association, 97. pp. 432-442. ISSN 0162-1459

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Abstract

Many production processes yield both good outputs and undesirable ones (e.g., pollutants). In this article we develop a generalization of a stochastic frontier model that is appropriate for such technologies. We discuss efficiency analysis and, in particular, define technical and environmental efficiency in the context of our model. We develop methods for carrying out Bayesian inference and apply them to a panel data set of Dutch dairy farms, where excess nitrogen production constitutes an important environmental problem.

Item type: Article
ID code: 3924
Keywords: environment, stochastic frontier, agriculture, statistics, Agriculture (General), Economic Theory, Environmental Sciences, Statistics, Statistics and Probability, Statistics, Probability and Uncertainty
Subjects: Agriculture > Agriculture (General)
Social Sciences > Economic Theory
Geography. Anthropology. Recreation > Environmental Sciences
Social Sciences > Statistics
Department: Strathclyde Business School > Economics
Depositing user: Strathprints Administrator
Date Deposited: 22 Aug 2007
Last modified: 21 May 2015 08:22
Related URLs:
URI: http://strathprints.strath.ac.uk/id/eprint/3924

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