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Data Envelopment Analysis

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  • Ray,Subhash C.
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    Abstract

    Using the neo-classical theory of production economics as the analytical framework, this book, first published in 2004, provides a unified and easily comprehensible, yet fairly rigorous, exposition of the core literature on data envelopment analysis (DEA) for readers based in different disciplines. The various DEA models are developed as nonparametric alternatives to the econometric models. Apart from the standard fare consisting of the basic input- and output-oriented DEA models formulated by Charnes, Cooper, and Rhodes, and Banker, Charnes, and Cooper, the book covers developments such as the directional distance function, free disposal hull (FDH) analysis, non-radial measures of efficiency, multiplier bounds, mergers and break-up of firms, and measurement of productivity change through the Malmquist total factor productivity index. The chapter on efficiency measurement using market prices provides the critical link between DEA and the neo-classical theory of a competitive firm. The book also covers several forms of stochastic DEA in detail.

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    Bibliographic Info

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    This book is provided by Cambridge University Press in its series Cambridge Books with number 9780521802567 and published in 2004.

    Order: http://www.cambridge.org/uk/catalogue/catalogue.asp?isbn=9780521802567
    Handle: RePEc:cup:cbooks:9780521802567

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    Web page: http://www.cambridge.org

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    Cited by:
    1. Andreu, Monica Lopez & Featherstone, Allen M. & Langemeier, Michael R. & Grunewald, Orlen C., 2006. "Impact of Financial Variables on Production in Kansas Farms Efficiencies," 2006 Annual meeting, July 23-26, Long Beach, CA 21406, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    2. Kumbhakar, Subal C. & Tsionas, Efthymios G., 2006. "Estimation of stochastic frontier production functions with input-oriented technical efficiency," Journal of Econometrics, Elsevier, vol. 133(1), pages 71-96, July.
    3. Subhash C Ray & Mainak Mazumdar & Meenakshi Rajeev, 2010. "Sources of Heterogeneity in the Efficiency of Indian Pharmaceutical Firms," Working Papers id:3334, eSocialSciences.
    4. William Cooper & Jesús Pastor & Fernando Borras & Juan Aparicio & Diego Pastor, 2011. "BAM: a bounded adjusted measure of efficiency for use with bounded additive models," Journal of Productivity Analysis, Springer, vol. 35(2), pages 85-94, April.
    5. Juan Aparicio & José Ruiz & Inmaculada Sirvent, 2007. "Closest targets and minimum distance to the Pareto-efficient frontier in DEA," Journal of Productivity Analysis, Springer, vol. 28(3), pages 209-218, December.
    6. Maria Francesca Cracolici & Peter Nijkamp, 2006. "Efficiency and Productivity of Italian Tourist Destinations: A Quantitative Estimation based on Data Envelopment Analysis and the Malmquist Method," Tinbergen Institute Discussion Papers 06-096/3, Tinbergen Institute.

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