Data Science and Productivity Analytics. (2020)

• Record Type: Book
• Further Information: Note: Vincent Charles, Juan Aparicio, Joe Zhu.
• Editors: Charles, Vincent; Aparicio, Juan; Zhu, Joe
• Contents: 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.- Chapter 4. Identification of Congestion in DEA.- Chapter 5. Data Envelopment Analysis and Non-Parametric Analysis.- Chapter 6. The Measurement of Firms' Efficiency Using Parametric Techniques.- Chapter 7. Fair Target Setting for Intermediate Products in Two-Stage Systems With Data Envelopment Analysis.- Chapter 8. Fixed Cost and Resource Allocation Considering Technology Heterogeneity in Two-Stage Network Production Systems.- Chapter 9.Efficiency Assessment of Schools Operating in Heterogeneous Contexts: A Robust Nonparametric Analysis Using Pisa 2015.- Chapter 10. A DEA Analysis in Latin-American Ports: Measuring the Performance of Guayaquil Contecon Port.- Chapter 11. Effects of Locus of Control on Bank's Policy - a Case Study of a Chinese State Owned Bank.- Chapter 12. A Data Scientific Approach to Measure Hospital Productivity.- Chapter 13. Environmental Application of Carbon Abatement Allocation by Data Envelopment Analysis.- Chapter 14. Pension Funds and Mutual Funds Performance Measurement With a New DEA (Mv-DEA) Model Allowing for Missing Variables.- Chapter 15. Sharpe Portfolio Using a Cross-Efficiency Evaluation.
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Copyright Date: 2020
• Extent: 1 online resource (439 pages)
• Subjects: Business; Management science; Operations research; Decision making; Economic theory; Statistics ; Business & Economics -- Economics -- Theory; Mathematics -- Probability & Statistics -- General; Economic theory & philosophy; Probability & statistics; Business & Economics -- Operations Research; Operational research
• Languages: English
• ISBNs: 9783030433840
• Related ISBNs: 9783030433833
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.