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A computationally efficient, consistent bootstrap for inference with non-parametric DEA estimators

Kneip, Alois; Simar, Léopold; Wilson, Paul W. - In: Computational economics 38 (2011) 4, pp. 483-515

Persistent link: https://www.econbiz.de/10009356871

Asymptotics and consistent bootstraps for DEA estimators in non-parametric frontier models

Kneip, Alois (contributor); Simar, Léopold (contributor); … - 2006

Non-parametric data envelopment analysis (DEA) estimators based on linear programming methods have been widely applied in analyses of productive efficiency. The distributions of these estimators remain unknown except in the simple case of one input and one output, and previous bootstrap methods...

Persistent link: https://www.econbiz.de/10003341363

Asymptotics and consistent bootstraps for DEA estimators in nonparametric frontier models

Kneip, Alois; Simar, Léopold; Wilson, Paul W. - In: Econometric theory 24 (2008) 6, pp. 1663-1697

Persistent link: https://www.econbiz.de/10003771891

A note on the convergence of nonparametric DEA efficiency measures

Kneip, Alois; Park, Byeong U.; Simar, Léopold - 1996

Persistent link: https://www.econbiz.de/10011512305

When bias kills the variance : central limit theorems for DEA and FDH efficiency scores

Kneip, Alois; Simar, Léopold; Wilson, Paul W. - In: Econometric theory 31 (2015) 2, pp. 394-422

Persistent link: https://www.econbiz.de/10010532057

Testing hypotheses in nonparametric models of production

Kneip, Alois; Simar, Léopold; Wilson, Paul W. - In: Journal of business & economic statistics : JBES ; a … 34 (2016) 3, pp. 435-456

Persistent link: https://www.econbiz.de/10011691659

Finite sample evidence on the performance of stochastic frontiers and data envelopment analysis using panel data

Gong, Byeong-ho; Sickles, Robin C. - 1991 - Rev

Persistent link: https://www.econbiz.de/10000811137

Specification of distance functions using semi- and nonparametric methods with an application to the dynamic performance of Eastern and Western European air carriers

Sickles, Robin C.; Good, David H.; Getachew, Lullit - In: Journal of productivity analysis 17 (2002) 1/2, pp. 133-155

Persistent link: https://www.econbiz.de/10001711270

A data envelopment analysis and local partial least squares approach for identifying the optimal innovation policy direction

Tziogkidis, Panagiotis; Philippas, Dionisis; … - In: European journal of operational research : EJOR 285 (2020) 3, pp. 1011-1024

Persistent link: https://www.econbiz.de/10012239839

Direction selection in stochastic directional distance functions

Layer, Kevin; Johnson, Andrew L.; Sickles, Robin C.; … - In: European journal of operational research : EJOR 280 (2020) 1, pp. 351-364

Persistent link: https://www.econbiz.de/10012132402