Advances in DEA theory and applications : with extensions to forecasting models
by
 
Tone, Kaoru, 1931- editor.

Title
Advances in DEA theory and applications : with extensions to forecasting models

Author
Tone, Kaoru, 1931- editor.

ISBN
9781118946701
 
9781118946695
 
9781118946688

Edition
First edition.

Physical Description
1 online resource

Series
Wiley series in operations research and management science

Contents
Title Page ; Copyright Page ; Contents; List of Contributors; About the Authors; Preface; Part 1 DEA Theory ; Chapter 1 Radial DEA Models; 1.1 Introduction; 1.2 Basic Data; 1.3 Input-Oriented CCR Model; 1.3.1 The CRS Model; 1.4 The Input-Oriented BCC Model; 1.4.1 The VRS Model; 1.5 The Output-Oriented Model; 1.6 Assurance Region Method; 1.7 The Assumptions behind Radial Models; 1.8 A Sample Radial Model; References; Chapter 2 Non-Radial DEA Models; 2.1 Introduction; 2.2 The SBM Model; 2.2.1 Input-Oriented SBM; 2.2.2 Output-Oriented SBM; 2.2.3 Non-Oriented SBM; 2.3 An Example of an SBM Model.
 
2.4 The Dual Program of the SBM Model2.5 Extensions of the SBM Model; 2.5.1 Variable-Returns-to-Scale (VRS) Model; 2.5.2 Weighted-SBM Model; 2.6 Concluding Remarks; References; Chapter 3 Directional Distance DEA Models; 3.1 Introduction; 3.2 Directional Distance Model; 3.3 Variable-Returns-to-Scale DD Models; 3.4 Slacks-Based DD Model; 3.5 Choice of Directional Vectors; References; Chapter 4 Super-Efficiency DEA Models; 4.1 Introduction; 4.2 Radial Super-Efficiency Models; 4.2.1 Input-Oriented Radial Super-Efficiency Model; 4.2.2 Output-Oriented Radial Super-Efficiency Model.
 
4.2.3 Infeasibility Issues in the VRS Model4.3 Non-radial Super-Efficiency Models; 4.3.1 Input-Oriented Non-Radial Super-Efficiency Model; 4.3.2 Output-Oriented Non-Radial Super-Efficiency Model; 4.3.3 Non-Oriented Non-Radial Super-Efficiency Model; 4.3.4 Variable-Returns-to-Scale Models; 4.4 An Example of a Super-Efficiency Model; References; Chapter 5 Determining Returns to Scale in the VRS DEA Model; 5.1 Introduction; 5.2 Technology Specification and Scale Elasticity; 5.2.1 Technology; 5.2.2 Measure of Scale Elasticity; 5.2.3 Scale Elasticity in DEA Models; 5.3 Summary; References.
 
Chapter 6 Malmquist Productivity Index Models6.1 Introduction; 6.2 Radial Malmquist Model; 6.3 Non-Radial and Oriented Malmquist Model; 6.4 Non-Radial and Non-Oriented Malmquist Model; 6.5 Cumulative Malmquist Index (CMI); 6.6 Adjusted Malmquist Index (AMI); 6.7 Numerical Example; 6.7.1 DMU A; 6.7.2 DMU B; 6.7.3 DMU C; 6.7.4 DMU D; 6.8 Concluding Remarks; References; Chapter 7 The Network DEA Model; 7.1 Introduction; 7.2 Notation and Production Possibility Set; 7.3 Description of Network Structure; 7.3.1 Inputs and Outputs; 7.3.2 Links; 7.4 Objective Functions and Efficiencies.
 
7.4.1 Input-Oriented Case7.4.2 Output-Oriented Case; 7.4.3 Non-Oriented Case; Reference; Chapter 8 The Dynamic DEA Model; 8.1 Introduction; 8.2 Notation and Production Possibility Set; 8.3 Description of Dynamic Structure; 8.3.1 Inputs and Outputs; 8.3.2 Carry-Overs; 8.4 Objective Functions and Efficiencies; 8.4.1 Input-Oriented Case; 8.4.2 Output-Oriented Case; 8.4.3 Non-Oriented Case; 8.5 Dynamic Malmquist Index; 8.5.1 Dynamic Catch-up Index; 8.5.2 Dynamic Frontier Shift Effect; 8.5.3 Dynamic Malmquist Index; 8.5.4 Dynamic Cumulative Malmquist Index; 8.5.5 Dynamic Adjusted Malmquist Index.

Abstract
Advances in DEA Theory and Applications provides a much-needed framework for assessing the performance of competing entities with special emphasis on forecasting models. It helps readers to determine the most appropriate methodology in order to make the most accurate decisions for implementation. Written by a noted expert in the field, this text provides a review of the latest advances in DEA theory and applications to the field of forecasting.

Local Note
John Wiley and Sons

Subject Term
Data envelopment analysis.
 
BUSINESS & ECONOMICS -- Industries -- General.
 
Data envelopment analysis

Added Author
Tone, Kaoru, 1931-

Electronic Access
https://onlinelibrary.wiley.com/doi/book/10.1002/9781118946688


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book593514-1001HA31.38Wiley E-Kitap Koleksiyonu