Advanced Mathematical Methods for Economic Efficiency Analysis: Theory and Empirical Applications
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer International Publishing AG
2023
|
| Ausgabe: | 1st ed |
| Schriftenreihe: | Lecture Notes in Economics and Mathematical Systems Series
v.692 |
| Schlagworte: | |
| Online-Zugang: | DE-2070s |
| Beschreibung: | Description based on publisher supplied metadata and other sources |
| Beschreibung: | 1 Online-Ressource (267 Seiten) |
| ISBN: | 9783031295836 |
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| 505 | 8 | |a Intro -- Preface -- Contents -- Contributors -- Introduction -- 1 General Insights and Concepts -- 2 The Book Chapters and Contents -- 2.1 Part 1 -- 2.2 Part 2 -- 2.3 Part 3 -- 3 Concluding Remarks -- References -- Part 1 -- Production Economics and Economic Efficiency -- References -- Data Envelopment Analysis: A Review and Synthesis -- 1 Introduction -- 2 The Origin of Frontier Methods -- 3 The Original DEA Model -- 4 The Evolution of the DEA Methodology -- 5 DEA Applications Roadmap -- 6 Opportunities for Future Developments in DEA -- References -- Stochastic Frontier Analysis: A Review and Synthesis -- 1 Introduction -- 2 Stochastic Frontier Analysis (SFA) -- 2.1 The SFA Method -- 2.2 SFA Approach in EE -- 3 Applications of SFA in EE Assessment -- 4 Policy Recommendations and Possible Future Research Applications of SFA -- 5 Concluding Remarks -- References -- Part 2 -- Combining Directional Distances and ELECTRE Multicriteria Decision Analysis for Preferable Assessments of Efficiency -- 1 Introduction -- 2 Using ELECTRE Outranking to Set a "Preferable Direction" -- 3 Numerical Example -- 4 Conclusions -- References -- Benefit-of-the-Doubt Composite Indicators and Use of Weight Restrictions -- 1 Introduction -- 2 BoD Composite Indicators Based on DEA Models -- 3 BoD Composite Indicators Based on Directional Distance Functions -- 4 Incorporating Value Judgments in BoD Composite indicators -- 4.1 Restrictions to Virtual Weights in CIs -- 4.2 Direct Weight Restrictions in CIs -- 5 Graphical Interpretation of a Directional BoD Model -- 5.1 Directional BoD Model with Virtual Weight Restrictions -- 5.2 Directional BoD Model with ARI Restrictions -- 6 Conclusions -- References -- Multidirectional Dynamic Inefficiency Analysis: An Extension to Include Corporate Social Responsibility -- 1 Introduction | |
| 505 | 8 | |a 2 Dynamic Multidirectional Inefficiency Analysis with CSR Incorporated -- 3 Dataset -- 4 Results -- 5 Conclusions -- References -- Stochastic DEA -- 1 Introduction -- 2 Stochastic DEA -- 3 Distributional Assumptions on ε -- 4 Measuring Technical Efficiency -- 5 Conclusions -- References -- Internal Benchmarking for Efficiency Evaluations Using Data Envelopment Analysis: A Review of Applications and Directions for Future Research -- 1 Introduction -- 2 Methodological Procedure -- 3 Results -- 4 Internal Longitudinal Benchmarking: An Empirical Application -- 5 Discussion -- 6 Conclusions -- References -- Part 3 -- Recent Advances in the Construction of Nonparametric Stochastic Frontier Models -- 1 Introduction -- 2 Identification -- 3 Estimation -- 3.1 Full Separability -- 3.2 Weak Separability -- 3.3 No Separability -- 4 Concluding Remarks -- References -- A Hierarchical Panel Data Model for the Estimation of Stochastic Metafrontiers: Computational Issues and an Empirical Application -- 1 Introduction -- 2 The Model and Its Estimation -- 3 Computational Issues -- 4 Empirical Application -- 4.1 Estimation -- 5 Conclusions -- References -- Robustness in Stochastic Frontier Analysis -- 1 Introduction -- 2 The Stochastic Frontier Model -- 3 Definitions and Measures of Robustness -- 3.1 The Influence Function -- 3.2 Breakdown Point -- 3.3 Summary of Measures -- 4 Robustness and Stochastic Frontier Estimation -- 4.1 Corrected Ordinary Least Squares -- 4.2 Quantile Regression -- 4.3 Maximum Likelihood Estimation -- 4.4 Alternative M-estimators -- 5 Robustness and Efficiency Prediction -- 5.1 Conditional Mean -- 5.2 Conditional Mode -- 5.3 Conditional Median -- 6 Summary and Conclusions -- References -- Is it MOLS or COLS? -- 1 Introduction -- 2 The Methods -- 2.1 Method A -- 2.2 Method B -- 2.3 What These Methods Aim to Do -- 3 History of the Nomenclature | |
| 505 | 8 | |a 3.1 Prior to 1980 -- 3.2 1980 -- 3.3 After 1980 -- 4 The Gabrielsen Dilemma -- 5 Textbook Treatment of the Acronyms -- 6 Use of the Acronyms in the Journal of Productivity Analysis -- 7 Who Cares? -- 8 The ''Final'' Verdict -- 9 COLS in the JPA -- 10 MOLS in the JPA -- 11 A Collection of COLS Results -- References -- Stochastic Frontier Analysis with Maximum Entropy Estimation -- 1 Introduction -- 2 Maximum Entropy Estimation -- 2.1 Generalized Maximum (Cross) Entropy Estimator -- 2.2 ME Estimation in SFA -- 3 An Application to Eco-Efficiency Analysis of European Countries -- 4 Concluding Remarks -- References | |
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Datensatz im Suchindex
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| contents | Intro -- Preface -- Contents -- Contributors -- Introduction -- 1 General Insights and Concepts -- 2 The Book Chapters and Contents -- 2.1 Part 1 -- 2.2 Part 2 -- 2.3 Part 3 -- 3 Concluding Remarks -- References -- Part 1 -- Production Economics and Economic Efficiency -- References -- Data Envelopment Analysis: A Review and Synthesis -- 1 Introduction -- 2 The Origin of Frontier Methods -- 3 The Original DEA Model -- 4 The Evolution of the DEA Methodology -- 5 DEA Applications Roadmap -- 6 Opportunities for Future Developments in DEA -- References -- Stochastic Frontier Analysis: A Review and Synthesis -- 1 Introduction -- 2 Stochastic Frontier Analysis (SFA) -- 2.1 The SFA Method -- 2.2 SFA Approach in EE -- 3 Applications of SFA in EE Assessment -- 4 Policy Recommendations and Possible Future Research Applications of SFA -- 5 Concluding Remarks -- References -- Part 2 -- Combining Directional Distances and ELECTRE Multicriteria Decision Analysis for Preferable Assessments of Efficiency -- 1 Introduction -- 2 Using ELECTRE Outranking to Set a "Preferable Direction" -- 3 Numerical Example -- 4 Conclusions -- References -- Benefit-of-the-Doubt Composite Indicators and Use of Weight Restrictions -- 1 Introduction -- 2 BoD Composite Indicators Based on DEA Models -- 3 BoD Composite Indicators Based on Directional Distance Functions -- 4 Incorporating Value Judgments in BoD Composite indicators -- 4.1 Restrictions to Virtual Weights in CIs -- 4.2 Direct Weight Restrictions in CIs -- 5 Graphical Interpretation of a Directional BoD Model -- 5.1 Directional BoD Model with Virtual Weight Restrictions -- 5.2 Directional BoD Model with ARI Restrictions -- 6 Conclusions -- References -- Multidirectional Dynamic Inefficiency Analysis: An Extension to Include Corporate Social Responsibility -- 1 Introduction 2 Dynamic Multidirectional Inefficiency Analysis with CSR Incorporated -- 3 Dataset -- 4 Results -- 5 Conclusions -- References -- Stochastic DEA -- 1 Introduction -- 2 Stochastic DEA -- 3 Distributional Assumptions on ε -- 4 Measuring Technical Efficiency -- 5 Conclusions -- References -- Internal Benchmarking for Efficiency Evaluations Using Data Envelopment Analysis: A Review of Applications and Directions for Future Research -- 1 Introduction -- 2 Methodological Procedure -- 3 Results -- 4 Internal Longitudinal Benchmarking: An Empirical Application -- 5 Discussion -- 6 Conclusions -- References -- Part 3 -- Recent Advances in the Construction of Nonparametric Stochastic Frontier Models -- 1 Introduction -- 2 Identification -- 3 Estimation -- 3.1 Full Separability -- 3.2 Weak Separability -- 3.3 No Separability -- 4 Concluding Remarks -- References -- A Hierarchical Panel Data Model for the Estimation of Stochastic Metafrontiers: Computational Issues and an Empirical Application -- 1 Introduction -- 2 The Model and Its Estimation -- 3 Computational Issues -- 4 Empirical Application -- 4.1 Estimation -- 5 Conclusions -- References -- Robustness in Stochastic Frontier Analysis -- 1 Introduction -- 2 The Stochastic Frontier Model -- 3 Definitions and Measures of Robustness -- 3.1 The Influence Function -- 3.2 Breakdown Point -- 3.3 Summary of Measures -- 4 Robustness and Stochastic Frontier Estimation -- 4.1 Corrected Ordinary Least Squares -- 4.2 Quantile Regression -- 4.3 Maximum Likelihood Estimation -- 4.4 Alternative M-estimators -- 5 Robustness and Efficiency Prediction -- 5.1 Conditional Mean -- 5.2 Conditional Mode -- 5.3 Conditional Median -- 6 Summary and Conclusions -- References -- Is it MOLS or COLS? -- 1 Introduction -- 2 The Methods -- 2.1 Method A -- 2.2 Method B -- 2.3 What These Methods Aim to Do -- 3 History of the Nomenclature 3.1 Prior to 1980 -- 3.2 1980 -- 3.3 After 1980 -- 4 The Gabrielsen Dilemma -- 5 Textbook Treatment of the Acronyms -- 6 Use of the Acronyms in the Journal of Productivity Analysis -- 7 Who Cares? -- 8 The ''Final'' Verdict -- 9 COLS in the JPA -- 10 MOLS in the JPA -- 11 A Collection of COLS Results -- References -- Stochastic Frontier Analysis with Maximum Entropy Estimation -- 1 Introduction -- 2 Maximum Entropy Estimation -- 2.1 Generalized Maximum (Cross) Entropy Estimator -- 2.2 ME Estimation in SFA -- 3 An Application to Eco-Efficiency Analysis of European Countries -- 4 Concluding Remarks -- References |
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| discipline | Wirtschaftswissenschaften |
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| id | DE-604.BV049876266 |
| illustrated | Not Illustrated |
| indexdate | 2024-11-05T17:02:59Z |
| institution | BVB |
| isbn | 9783031295836 |
| language | English |
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| publisher | Springer International Publishing AG |
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| series2 | Lecture Notes in Economics and Mathematical Systems Series |
| spelling | Macedo, Pedro Verfasser aut Advanced Mathematical Methods for Economic Efficiency Analysis Theory and Empirical Applications 1st ed Cham Springer International Publishing AG 2023 ©2023 1 Online-Ressource (267 Seiten) txt rdacontent c rdamedia cr rdacarrier Lecture Notes in Economics and Mathematical Systems Series v.692 Description based on publisher supplied metadata and other sources Intro -- Preface -- Contents -- Contributors -- Introduction -- 1 General Insights and Concepts -- 2 The Book Chapters and Contents -- 2.1 Part 1 -- 2.2 Part 2 -- 2.3 Part 3 -- 3 Concluding Remarks -- References -- Part 1 -- Production Economics and Economic Efficiency -- References -- Data Envelopment Analysis: A Review and Synthesis -- 1 Introduction -- 2 The Origin of Frontier Methods -- 3 The Original DEA Model -- 4 The Evolution of the DEA Methodology -- 5 DEA Applications Roadmap -- 6 Opportunities for Future Developments in DEA -- References -- Stochastic Frontier Analysis: A Review and Synthesis -- 1 Introduction -- 2 Stochastic Frontier Analysis (SFA) -- 2.1 The SFA Method -- 2.2 SFA Approach in EE -- 3 Applications of SFA in EE Assessment -- 4 Policy Recommendations and Possible Future Research Applications of SFA -- 5 Concluding Remarks -- References -- Part 2 -- Combining Directional Distances and ELECTRE Multicriteria Decision Analysis for Preferable Assessments of Efficiency -- 1 Introduction -- 2 Using ELECTRE Outranking to Set a "Preferable Direction" -- 3 Numerical Example -- 4 Conclusions -- References -- Benefit-of-the-Doubt Composite Indicators and Use of Weight Restrictions -- 1 Introduction -- 2 BoD Composite Indicators Based on DEA Models -- 3 BoD Composite Indicators Based on Directional Distance Functions -- 4 Incorporating Value Judgments in BoD Composite indicators -- 4.1 Restrictions to Virtual Weights in CIs -- 4.2 Direct Weight Restrictions in CIs -- 5 Graphical Interpretation of a Directional BoD Model -- 5.1 Directional BoD Model with Virtual Weight Restrictions -- 5.2 Directional BoD Model with ARI Restrictions -- 6 Conclusions -- References -- Multidirectional Dynamic Inefficiency Analysis: An Extension to Include Corporate Social Responsibility -- 1 Introduction 2 Dynamic Multidirectional Inefficiency Analysis with CSR Incorporated -- 3 Dataset -- 4 Results -- 5 Conclusions -- References -- Stochastic DEA -- 1 Introduction -- 2 Stochastic DEA -- 3 Distributional Assumptions on ε -- 4 Measuring Technical Efficiency -- 5 Conclusions -- References -- Internal Benchmarking for Efficiency Evaluations Using Data Envelopment Analysis: A Review of Applications and Directions for Future Research -- 1 Introduction -- 2 Methodological Procedure -- 3 Results -- 4 Internal Longitudinal Benchmarking: An Empirical Application -- 5 Discussion -- 6 Conclusions -- References -- Part 3 -- Recent Advances in the Construction of Nonparametric Stochastic Frontier Models -- 1 Introduction -- 2 Identification -- 3 Estimation -- 3.1 Full Separability -- 3.2 Weak Separability -- 3.3 No Separability -- 4 Concluding Remarks -- References -- A Hierarchical Panel Data Model for the Estimation of Stochastic Metafrontiers: Computational Issues and an Empirical Application -- 1 Introduction -- 2 The Model and Its Estimation -- 3 Computational Issues -- 4 Empirical Application -- 4.1 Estimation -- 5 Conclusions -- References -- Robustness in Stochastic Frontier Analysis -- 1 Introduction -- 2 The Stochastic Frontier Model -- 3 Definitions and Measures of Robustness -- 3.1 The Influence Function -- 3.2 Breakdown Point -- 3.3 Summary of Measures -- 4 Robustness and Stochastic Frontier Estimation -- 4.1 Corrected Ordinary Least Squares -- 4.2 Quantile Regression -- 4.3 Maximum Likelihood Estimation -- 4.4 Alternative M-estimators -- 5 Robustness and Efficiency Prediction -- 5.1 Conditional Mean -- 5.2 Conditional Mode -- 5.3 Conditional Median -- 6 Summary and Conclusions -- References -- Is it MOLS or COLS? -- 1 Introduction -- 2 The Methods -- 2.1 Method A -- 2.2 Method B -- 2.3 What These Methods Aim to Do -- 3 History of the Nomenclature 3.1 Prior to 1980 -- 3.2 1980 -- 3.3 After 1980 -- 4 The Gabrielsen Dilemma -- 5 Textbook Treatment of the Acronyms -- 6 Use of the Acronyms in the Journal of Productivity Analysis -- 7 Who Cares? -- 8 The ''Final'' Verdict -- 9 COLS in the JPA -- 10 MOLS in the JPA -- 11 A Collection of COLS Results -- References -- Stochastic Frontier Analysis with Maximum Entropy Estimation -- 1 Introduction -- 2 Maximum Entropy Estimation -- 2.1 Generalized Maximum (Cross) Entropy Estimator -- 2.2 ME Estimation in SFA -- 3 An Application to Eco-Efficiency Analysis of European Countries -- 4 Concluding Remarks -- References Frontier-Funktion (DE-588)4113637-8 gnd rswk-swf Data Envelopment Analysis (DE-588)4573838-5 gnd rswk-swf Data Envelopment Analysis (DE-588)4573838-5 s DE-604 Frontier-Funktion (DE-588)4113637-8 s Moutinho, Victor Sonstige oth Madaleno, Mara Sonstige oth Erscheint auch als Druck-Ausgabe Macedo, Pedro Advanced Mathematical Methods for Economic Efficiency Analysis Cham : Springer International Publishing AG,c2023 9783031295829 |
| spellingShingle | Macedo, Pedro Advanced Mathematical Methods for Economic Efficiency Analysis Theory and Empirical Applications Intro -- Preface -- Contents -- Contributors -- Introduction -- 1 General Insights and Concepts -- 2 The Book Chapters and Contents -- 2.1 Part 1 -- 2.2 Part 2 -- 2.3 Part 3 -- 3 Concluding Remarks -- References -- Part 1 -- Production Economics and Economic Efficiency -- References -- Data Envelopment Analysis: A Review and Synthesis -- 1 Introduction -- 2 The Origin of Frontier Methods -- 3 The Original DEA Model -- 4 The Evolution of the DEA Methodology -- 5 DEA Applications Roadmap -- 6 Opportunities for Future Developments in DEA -- References -- Stochastic Frontier Analysis: A Review and Synthesis -- 1 Introduction -- 2 Stochastic Frontier Analysis (SFA) -- 2.1 The SFA Method -- 2.2 SFA Approach in EE -- 3 Applications of SFA in EE Assessment -- 4 Policy Recommendations and Possible Future Research Applications of SFA -- 5 Concluding Remarks -- References -- Part 2 -- Combining Directional Distances and ELECTRE Multicriteria Decision Analysis for Preferable Assessments of Efficiency -- 1 Introduction -- 2 Using ELECTRE Outranking to Set a "Preferable Direction" -- 3 Numerical Example -- 4 Conclusions -- References -- Benefit-of-the-Doubt Composite Indicators and Use of Weight Restrictions -- 1 Introduction -- 2 BoD Composite Indicators Based on DEA Models -- 3 BoD Composite Indicators Based on Directional Distance Functions -- 4 Incorporating Value Judgments in BoD Composite indicators -- 4.1 Restrictions to Virtual Weights in CIs -- 4.2 Direct Weight Restrictions in CIs -- 5 Graphical Interpretation of a Directional BoD Model -- 5.1 Directional BoD Model with Virtual Weight Restrictions -- 5.2 Directional BoD Model with ARI Restrictions -- 6 Conclusions -- References -- Multidirectional Dynamic Inefficiency Analysis: An Extension to Include Corporate Social Responsibility -- 1 Introduction 2 Dynamic Multidirectional Inefficiency Analysis with CSR Incorporated -- 3 Dataset -- 4 Results -- 5 Conclusions -- References -- Stochastic DEA -- 1 Introduction -- 2 Stochastic DEA -- 3 Distributional Assumptions on ε -- 4 Measuring Technical Efficiency -- 5 Conclusions -- References -- Internal Benchmarking for Efficiency Evaluations Using Data Envelopment Analysis: A Review of Applications and Directions for Future Research -- 1 Introduction -- 2 Methodological Procedure -- 3 Results -- 4 Internal Longitudinal Benchmarking: An Empirical Application -- 5 Discussion -- 6 Conclusions -- References -- Part 3 -- Recent Advances in the Construction of Nonparametric Stochastic Frontier Models -- 1 Introduction -- 2 Identification -- 3 Estimation -- 3.1 Full Separability -- 3.2 Weak Separability -- 3.3 No Separability -- 4 Concluding Remarks -- References -- A Hierarchical Panel Data Model for the Estimation of Stochastic Metafrontiers: Computational Issues and an Empirical Application -- 1 Introduction -- 2 The Model and Its Estimation -- 3 Computational Issues -- 4 Empirical Application -- 4.1 Estimation -- 5 Conclusions -- References -- Robustness in Stochastic Frontier Analysis -- 1 Introduction -- 2 The Stochastic Frontier Model -- 3 Definitions and Measures of Robustness -- 3.1 The Influence Function -- 3.2 Breakdown Point -- 3.3 Summary of Measures -- 4 Robustness and Stochastic Frontier Estimation -- 4.1 Corrected Ordinary Least Squares -- 4.2 Quantile Regression -- 4.3 Maximum Likelihood Estimation -- 4.4 Alternative M-estimators -- 5 Robustness and Efficiency Prediction -- 5.1 Conditional Mean -- 5.2 Conditional Mode -- 5.3 Conditional Median -- 6 Summary and Conclusions -- References -- Is it MOLS or COLS? -- 1 Introduction -- 2 The Methods -- 2.1 Method A -- 2.2 Method B -- 2.3 What These Methods Aim to Do -- 3 History of the Nomenclature 3.1 Prior to 1980 -- 3.2 1980 -- 3.3 After 1980 -- 4 The Gabrielsen Dilemma -- 5 Textbook Treatment of the Acronyms -- 6 Use of the Acronyms in the Journal of Productivity Analysis -- 7 Who Cares? -- 8 The ''Final'' Verdict -- 9 COLS in the JPA -- 10 MOLS in the JPA -- 11 A Collection of COLS Results -- References -- Stochastic Frontier Analysis with Maximum Entropy Estimation -- 1 Introduction -- 2 Maximum Entropy Estimation -- 2.1 Generalized Maximum (Cross) Entropy Estimator -- 2.2 ME Estimation in SFA -- 3 An Application to Eco-Efficiency Analysis of European Countries -- 4 Concluding Remarks -- References Frontier-Funktion (DE-588)4113637-8 gnd Data Envelopment Analysis (DE-588)4573838-5 gnd |
| subject_GND | (DE-588)4113637-8 (DE-588)4573838-5 |
| title | Advanced Mathematical Methods for Economic Efficiency Analysis Theory and Empirical Applications |
| title_auth | Advanced Mathematical Methods for Economic Efficiency Analysis Theory and Empirical Applications |
| title_exact_search | Advanced Mathematical Methods for Economic Efficiency Analysis Theory and Empirical Applications |
| title_full | Advanced Mathematical Methods for Economic Efficiency Analysis Theory and Empirical Applications |
| title_fullStr | Advanced Mathematical Methods for Economic Efficiency Analysis Theory and Empirical Applications |
| title_full_unstemmed | Advanced Mathematical Methods for Economic Efficiency Analysis Theory and Empirical Applications |
| title_short | Advanced Mathematical Methods for Economic Efficiency Analysis |
| title_sort | advanced mathematical methods for economic efficiency analysis theory and empirical applications |
| title_sub | Theory and Empirical Applications |
| topic | Frontier-Funktion (DE-588)4113637-8 gnd Data Envelopment Analysis (DE-588)4573838-5 gnd |
| topic_facet | Frontier-Funktion Data Envelopment Analysis |
| work_keys_str_mv | AT macedopedro advancedmathematicalmethodsforeconomicefficiencyanalysistheoryandempiricalapplications AT moutinhovictor advancedmathematicalmethodsforeconomicefficiencyanalysistheoryandempiricalapplications AT madalenomara advancedmathematicalmethodsforeconomicefficiencyanalysistheoryandempiricalapplications |