Comparing Structural Efficiency of Unbalanced Subsamples: A Resampling Adaptation of Data Envelopment Analysis

Publication: Working/Discussion PaperWU Working Paper

Abstract

At a general level the question is adressed, how to compare structural efficiencies for subgroups in the framework of data envelopment analysis. If a multiproduct technology is
employed in estimating the production possibility frontier and if the subgroups are distinguished by products, then specific problems arise. It is illustrated by Monte-Carlo
techniques that there may be considerable bias in relative structural efficiencies due to unbalanced numbers of observations for different subgroups. A resampling procedure is shown to outperform the simple estimators from data envelopment analysis in such circumstances. The method proposed is applied to austrian farming data to derive
conclusions about the relationship between certain specialization patterns and efficiency.
Original languageEnglish
Place of PublicationVienna
PublisherInst. für Volkswirtschaftstheorie und -politik, WU Vienna University of Economics and Business
Publication statusPublished - 1993

Publication series

NameDepartment of Economics Working Paper Series
No.24

WU Working Paper Series

  • Department of Economics Working Paper Series

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