Using panel data analysis to estimate confidence intervals for the DEA efficiency of individual decision making units

Autor:	Brendon Hemily, John M. Gleason, Darold T. Barnum
Rok vydání:	2009
Předmět:	Economics and Econometrics Benchmark (surveying) Statistics Data envelopment analysis Econometrics Economics Paratransit Confidence interval Panel data
Zdroj:	Applied Economics. 41:3319-3326
ISSN:	0003-6846
DOI:	10.1080/00036840701493741
Popis:	This article demonstrates a methodology using panel data analysis to estimate confidence intervals for the data envelopment analysis efficiency of individual decision making units (DMUs), and the statistical significance of trends in individual DMU efficiency. The procedure accounts for stochastic variations of the inputs and outputs of the target DMU as well as stochastic variations of the inputs and outputs of its efficient benchmark peers. The procedure is demonstrated using 9 years of data from 34 Canadian paratransit agencies.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::60086d572002ecb6bded3c687b64b5aa https://doi.org/10.1080/00036840701493741 Zobrazit plný text záznamu Plný text ve formátu PDF Plný text ve formátu HTML
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