Computational data analysis techniques in economics and finance
COMPUTATIONAL DATA ANALYSIS TECHNIQUES IN ECONOMICS AND FINANCE; COMPUTATIONAL DATA ANALYSIS TECHNIQUES IN ECONOMICS AND FINANCE; Library of Congress Cataloging-in-Publication Data; Contents; Preface; Chapter 1: Optimum Currency Areas within the US and Canada: A Data Analysis Approach; Abstract; 1....
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| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York
Nova Science Publ.
2015
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| Schriftenreihe: | Studies in financial optimization and risk management
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| Schlagworte: | |
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| Zusammenfassung: | COMPUTATIONAL DATA ANALYSIS TECHNIQUES IN ECONOMICS AND FINANCE; COMPUTATIONAL DATA ANALYSIS TECHNIQUES IN ECONOMICS AND FINANCE; Library of Congress Cataloging-in-Publication Data; Contents; Preface; Chapter 1: Optimum Currency Areas within the US and Canada: A Data Analysis Approach; Abstract; 1. Introduction; 2. Methodology; 2.1. Correspondence Analysis; 2.2. Hierarchical Cluster Analysis; 2.3. Data; 3. Empirical Estimation; 3.1. Applying Correspondence Analysis; 3.2. Hierarchical Cluster Analysis; Conclusion; References Chapter 2: Directional Forecasting in Financial Time Series Using Support Vector Machines: The USD/EURO Exchange RateAbstract; 1. Introduction; 2. Support Vector Machines; 2.1. Linear Separable Case; 2.2. Error Tolerant SVM; 2.3. Kernel Methods; 3. Data Analysis; 3.1. Data Collection and Kernel Selection; 3.2. Sensitivity Analysis; Acknowledgment; Conclusion; Appendix; References; Chapter 3: Inflation Forecasting in Greece Using a Neuro-Fuzzy System; Abstract; 1. Introduction; 1.1. Related Research; 2. Model Presentation; 2.1. ANFIS Architecture; 2.2. Learning Algorithm of ANFIS 2.3. Data and Model Parameters4. Model Performance Evaluations; Conclusion; References; Chapter 4: The Value of IPRs and Competitiveness Regarding FDI: Linear and Non-Linear Analysis; Abstract; 1. Introduction; 2. FDI Background; 3. Competition Background; 4. IPR Background; 5. Competition Policy and the Exercise of Intellectual Property Rights; 6. Data and Methodology; 7. Empirical Results; 7.1. Linear Results; 7.2. Non-Linear Results; Conclusion; Appendices; References; Cases; Chapter 5: The Modelling of Maintenance Cost: The Case of Container-Ships in Dry-Dock; Abstract; 1. Introduction |
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| Beschreibung: | Description based upon print version of record |
| Beschreibung: | VI, 259 S. graph. Darst. |
| ISBN: | 9781560720171 9781634639576 |