Advances in DEA theory and applications : with extensions to forecasting models 1st Edition Tone 111894562X 9781118945629

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Product details:

• ISBN-10 ‏ : ‎ 111894562X
• ISBN-13 ‏ : ‎ 978-1118945629
• Author: Tone

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.

Designed for use by anyone involved in research in the field of forecasting or in another application area where forecasting drives decision making, this text can be applied to a wide range of contexts, including education, health care, banking, armed forces, auditing, market research, retail outlets, organizational effectiveness, transportation, public housing, and manufacturing.

Table of contents:

1 Radial DEA Models

2 Non-Radial DEA Models

3 Directional Distance DEA Models

4 Super-Efficiency DEA Models

5 Determining Returns to Scale in the VRS DEA Model

6 Malmquist Productivity Index Models

7 The Network DEA Model

8 The Dynamic DEA Model

9 The Dynamic Network DEA Model

10 Stochastic DEA: The Regression-Based Approach

11 A Comparative Study of AHP and DEA

12 A Computational Method for Solving DEA Problems with Infinitely Many DMUs

Part II Dea Applications (past–present Scenario) 

13 Examining the Productive Performance of Life Insurance Corporation of India

14 An Account of DEA-Based Contributions in the Banking Sector

15 DEA in the Healthcare Sector

16 DEA in the Transport Sector

17 Dynamic Network Efficiency of Japanese Prefectures

18 A Quantitative Analysis of Market Utilization in Electric Power Companies

19 DEA in Resource Allocation

20 How to Deal with Non-convex Frontiers in Data Envelopment Analysis

21 Using DEA to Analyze the Efficiency of Welfare Offices and Influencing Factors: The Case of Japan’s Municipal Public Assistance Programs

22 DEA as a Kaizen Tool: SBM Variations Revisited

Part III Dea for Forecasting and Decision-making (past–present–future Scenario) 

23 Corporate Failure Analysis Using SBM

24 Ranking of Bankruptcy Prediction Models under Multiple Criteria

25 DEA in Performance Evaluation of Crude Oil Prediction Models

26 Predictive Efficiency Analysis: A Study of US Hospitals

27 Efficiency Prediction Using Fuzzy Piecewise Autoregression

28 Time Series Benchmarking Analysis for New Product Scheduling: Who Are the Competitors and How Fast Are They Moving Forward?

29 DEA Score Confidence Intervals with Past–Present and Past–Present–Future-Based Resampling

30 DEA Models Incorporating Uncertain Future Performance

31 Site Selection for the Next-Generation Supercomputing Center of Japan 

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