Title :
A new technique for estimating confidence intervals on data envelopment analysis efficiency estimates
Author :
Anderson, Timothy R.
Abstract :
Summary form only given as follows. Previous chance constrained data envelopment analysis (DEA) approaches are surveyed followed with a new approach to chance constrained DEA. An example is given of calculating a confidence band for the estimated production function such that we can specify with a predetermined level of confidence, an interval containing the most likely production function
Keywords :
data envelopment analysis; production; chance constrained data envelopment analysis; confidence band; confidence intervals estimation; data envelopment analysis efficiency estimates; estimated production function; most likely production function; Costs; Data envelopment analysis; Decision support systems; Industrial engineering; Production; Research and development management; Routing; Software systems; State estimation; Transportation;
Conference_Titel :
Management of Engineering and Technology, 1999. Technology and Innovation Management. PICMET '99. Portland International Conference on
Conference_Location :
Portland, OR
Print_ISBN :
1-890843-02-4
DOI :
10.1109/PICMET.1999.808939
