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The estimation of productive efficiency through machine learning techniques : efficiency analysis trees

Aparicio, Juan; Esteve, Miriam; Rodriguez-Sala, Jesus J.; … - In: Data-enabled analytics : DEA for big data, (pp. 51-92). 2021

Persistent link: https://www.econbiz.de/10012880171

The flexible reverse approach for decomposing economic inefficiency : with an application to Taiwanese banks

Pastor, Jesús T.; Zofío, José L.; Aparicio, Juan; … - In: Economic modelling 139 (2024), pp. 1-13

Persistent link: https://www.econbiz.de/10015189514

Improving the predictive accuracy of production frontier models for efficiency measurement using machine learning : the LSB-MAFS method

Guillen, María D.; Aparicio, Juan; Zofío, José L.; … - In: Computers & operations research : an international journal 171 (2024), pp. 1-19

Persistent link: https://www.econbiz.de/10015066453

Benchmarking Economic Efficiency : Technical and Allocative Fundamentals

Pastor, Jesús T.; Aparicio, Juan; Zofío, José L. - 2022 - 1st ed. 2022.

Chapter 1: Introduction -- Chapter 2: Conceptual background: firms’ objectives, decision variables and economic efficiency -- Part I -- Chapter 3: Shephard’s input and output distance functions: cost and revenue efficiency decompositions -- Chapter 4: The generalized distance function (GDF):...

Persistent link: https://www.econbiz.de/10013284784

On the inconsistency of the Malmquist-Luenberger index

Aparicio, Juan; Pastor, Jesús T.; Zofío, José L. - In: European journal of operational research : EJOR 229 (2013) 3, pp. 738-742

Persistent link: https://www.econbiz.de/10009764890

The directional profit efficiency measure : on why profit inefficiency is either technical or allocative

Zofío, José L.; Pastor, Jesús T.; Aparicio, Juan - In: Journal of productivity analysis 40 (2013) 3, pp. 257-266

Persistent link: https://www.econbiz.de/10010411366

How to properly decompose economic efficiency using technical and allocative criteria with non-homothetic DEA technologies

Aparicio, Juan; Pastor, Jesús T.; Zofío, José L. - In: European journal of operational research : EJOR 240 (2015) 3, pp. 882-891

Persistent link: https://www.econbiz.de/10010486927

Loss distance functions and profit function : general duality results

Aparicio, Juan; Borrás Rocher, Fernando; Pastor, Jesús T. - In: Advances in efficiency and productivity, (pp. 71-96). 2016

Persistent link: https://www.econbiz.de/10011600229

Can Farrell's allocative efficiency be generalized by the directional distance function approach?

Aparicio, Juan; Pastor, Jesús T.; Zofío, José L. - In: European journal of operational research : EJOR 257 (2017) 1, pp. 345-351

Persistent link: https://www.econbiz.de/10011639414

Evaluating productive performance : a new approach based on the product-mix problem consistent with data envelopment analysis

Aparicio, Juan; Pastor, Jesús T.; Vidal, Fernando; … - In: Omega : the international journal of management science 67 (2017), pp. 134-144

Persistent link: https://www.econbiz.de/10011630511