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Data Science and Productivity Analytics

Charles, Vincent (ed.); Aparicio, Juan (ed.); Zhu, Joe (ed.) - 2020 - 1st ed. 2020.

Chapter 1. Data Envelopment Analysis and Big Data: Revisit with a Faster Method -- Chapter 2. Data Envelopment Analysis (DEA): Algorithms, Computations, and Geometry -- Chapter 3. An Introduction to Data Science and Its Applications: an Introduction to Data Science and Its Applications --...

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An adaptation of Random Forest to estimate convex non-parametric production technologies : an empirical illustration of efficiency measurement in education

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Support Vector Frontiers with kernel splines

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Efficiency assessment of Portuguese municipalities using a conditional nonparametric approach

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Efficiency measurement and cross-country differences among schools : a robust conditional nonparametric analysis

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Evaluating the efficiency of municipalities in the presence of unobserved heterogeneity

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