Data Science and Productivity Analytics

Edited by Vincent Charles (), Juan Aparicio and Joe Zhu ()

in International Series in Operations Research and Management Science from Springer, currently edited by Camille C. Price, Joe Zhu and Frederick S. Hillier

Date: 2020
ISBN: 978-3-030-43384-0
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Chapters in this book:

Ch Chapter 1 Data Envelopment Analysis and Big Data: Revisit with a Faster Method

Dariush Khezrimotlagh and Joe Zhu

Ch Chapter 10 A DEA Analysis in Latin American Ports: Measuring the Performance of Guayaquil Contecon Port

Emilio J. Morales-Núñez, Xavier R. Seminario-Vergara, Sonia Valeria Avilés-Sacoto and Galo Eduardo Mosquera-Recalde

Ch Chapter 11 Effects of Locus of Control on Bank’s Policy—A Case Study of a Chinese State-Owned Bank

Cong Xu, Guo-liang Yang, Jian-bo Yang, Yu-wang Chen and Hua-ying Zhu

Ch Chapter 12 A Data Scientific Approach to Measure Hospital Productivity

Babak Daneshvar Rouyendegh (B. Erdebilli), Asil Oztekin, Joseph Ekong and Ali Dag

Ch Chapter 13 Environmental Application of Carbon Abatement Allocation by Data Envelopment Analysis

Anyu Yu, Simon Rudkin and Jianxin You

Ch Chapter 14 Pension Funds and Mutual Funds Performance Measurement with a New DEA (MV-DEA) Model Allowing for Missing Variables

Maryam Badrizadeh and Joseph C. Paradi

Ch Chapter 15 Sharpe Portfolio Using a Cross-Efficiency Evaluation

Mercedes Landete, Juan F. Monge, José L. Ruiz and José V. Segura

Ch Chapter 2 Data Envelopment Analysis (DEA): Algorithms, Computations, and Geometry

José H. Dulá

Ch Chapter 3 An Introduction to Data Science and Its Applications

Alex Rabasa and Ciara Heavin

Ch Chapter 4 Identification of Congestion in DEA

Mahmood Mehdiloo, Biresh K. Sahoo and Joe Zhu

Ch Chapter 5 Data Envelopment Analysis and Non-parametric Analysis

Gabriel Villa and Sebastián Lozano

Ch Chapter 6 The Measurement of Firms’ Efficiency Using Parametric Techniques

Luis Orea

Ch Chapter 7 Fair Target Setting for Intermediate Products in Two-Stage Systems with Data Envelopment Analysis

Qingxian An, Haoxun Chen, Beibei Xiong, Jie Wu and Liang Liang

Ch Chapter 8 Fixed Cost and Resource Allocation Considering Technology Heterogeneity in Two-Stage Network Production Systems

Tao Ding, Feng Li and Liang Liang

Ch Chapter 9 Efficiency Assessment of Schools Operating in Heterogeneous Contexts: A Robust Nonparametric Analysis Using PISA 2015

Jose Manuel Cordero, Cristina Polo and Rosa Simancas

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DOI: 10.1007/978-3-030-43384-0

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