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/methodology/approach – A bootstrap method is used to provide statistical precision of the DEA estimator. Technical efficiency is modeled as a …Purpose – The purpose of this paper is to estimate technical efficiency obtained from both data envelopment analysis … approaches indicate that among other things, technical efficiency is significantly influenced by primary education and regional …
Persistent link: https://www.econbiz.de/10014768788
/methodology/approach – A bootstrap method is used to provide statistical precision of the DEA estimator. Technical efficiency is modeled as a …Purpose – The purpose of this paper is to estimate technical efficiency obtained from both data envelopment analysis … approaches indicate that among other things, technical efficiency is significantly influenced by primary education and regional …
Persistent link: https://www.econbiz.de/10010551590
The purpose of this paper is to use the bootstrap resampling technique to calculate confidence intervals for efficiency … measures and Malmquist productivity indices. The efficiency and productivity measures are obtained from non-parametric linear … programming models using primal production data. The bootstrap procedure is applied on a sample of Swedish eye-care departments …
Persistent link: https://www.econbiz.de/10005423888
efficiency scores with stochastic properties. However, the DEA Bootstrap is still inappropriate in the presence of small samples …’ efficiency. A deficiency of DEA is that the efficiency scores assigned to each firm are sensitive to sampling variations … is limited compared to the number of inputs and output. As a result, in case of small samples, DEA efficiency scores …
Persistent link: https://www.econbiz.de/10011260496
Since the introduction of bootstrap DEA there is a growing literature on applications which use this method, mainly for … hypothesis testing. It is therefore important to establish the consistency and evaluate the performance of bootstrap DEA. The few … coverage probabilities are not a good tool of assessment. In our study we evaluate the performance of bootstrap DEA using the …
Persistent link: https://www.econbiz.de/10009583702
requirements that are not always obvious to the non-expert user. Bootstrap DEA is a significant development of the past decade …, which could be extended to test almost any hypothesis in bootstrap DEA. Moreover, it enhances the intuition behind bootstrap …
Persistent link: https://www.econbiz.de/10009583705
panel are employed to obtain measures of efficiency for those journals belonging simultaneously to the areas of “economics …” and “social science, mathematical methods” in the Web of Science database. This efficiency is measured in terms of the …
Persistent link: https://www.econbiz.de/10012437397
In this study, we explore the pattern of efficiency among enterprises in China’s 29 provinces across different … performing a bootstrap-based analysis of group efficiencies (weighted and non-weighted), estimating and comparing densities of … efficiency distributions, and conducting a bootstrapped truncated regression analysis. We find evidence of interesting …
Persistent link: https://www.econbiz.de/10008534292
This paper analyses region-level technical efficiency in the European Union over the 1995 to 2007 period. We propose … of production congestion. We also find that there is a strong geographic pattern of European regional efficiency, and … that the levels of technical efficiency have converged during the period under analysis …
Persistent link: https://www.econbiz.de/10012970084
significant supervisory and regulatory reforms affecting banks efficiency performance. We offer new insights investigating overall … that persistent efficiency seems to be more important for both specifications, as it accounts for 32\% (for the production …
Persistent link: https://www.econbiz.de/10013219779