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A bootstrap approach for bandwidth selection in estimating conditional efficiency measures
Bădin, Luiza; Daraio, Cinzia; Simar, Léopold - In: European journal of operational research : EJOR 277 (2019) 2, pp. 784-797
Persistent link: https://www.econbiz.de/10012022136
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Testing the "separability" condition in two-stage nonparametric models of production
Daraio, Cinzia; Simar, Léopold; Wilson, Paul W. - 2015
the test statistics or using bootstrap methods to obtain critical values. Our simulation results indicate that our tests …
Persistent link: https://www.econbiz.de/10011317720
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Central limit theorems for conditional efficiency measures and tests of the "separability" condition in non‐parametric, two‐stage models of production
Daraio, Cinzia; Simar, Léopold; Wilson, Paul W. - In: The econometrics journal 21 (2018) 2, pp. 170-191
Persistent link: https://www.econbiz.de/10012166608
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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
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Inferences from cross-sectional, stochastic frontier models
Simar, Léopold; Wilson, Paul W. - In: Econometric reviews 29 (2010) 1, pp. 62-98
Persistent link: https://www.econbiz.de/10003943407
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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
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Asymptotics and consistent bootstraps for DEA estimators in non-parametric frontier models
Kneip, Alois (contributor); Simar, Léopold (contributor);  … - 2006
one input and one output, and previous bootstrap methods proposed for inference have not been proven consistent, making … result is then used to prove that two different bootstrap procedures (one based on sub-sampling, the other based on smoothing …) provide consistent inference. The smooth bootstrap requires smoothing the irregularly-bounded density of inputs and outputs as …
Persistent link: https://www.econbiz.de/10003341363
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On the inconsistency of bootstrap distribution estimators
Hall, Peter; Härdle, Wolfgang; Simar, Léopold - 1991
Persistent link: https://www.econbiz.de/10011512387
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Nonparametric statistical analysis of production
Mastromarco, Camilla; Simar, Léopold; Wilson, Paul W. - In: The Palgrave handbook of economic performance analysis, (pp. 301-382). 2019
A rich literature on the analysis of efficiency in production has developed since pioneering work of Tjalling Koopmans and George Debreu in the 1950s. This literature includes work by researchers in economics, econometrics, management science, operations research, mathematical statistics and...
Persistent link: https://www.econbiz.de/10012175845
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Hypothesis testing in nonparametric models of production using multiple sample splits
Simar, Léopold; Wilson, Paul W. - In: Journal of productivity analysis : an official journal … 53 (2020) 3, pp. 287-303
Persistent link: https://www.econbiz.de/10012228857