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Macro-Econophysics

New Studies on Economic Networks and Synchronization

Specificaties
Gebonden, 432 blz. | Engels
Cambridge University Press | e druk, 2017
ISBN13: 9781107198951
Rubricering
Cambridge University Press e druk, 2017 9781107198951
Onderdeel van serie Physics of Society:
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

The concepts of statistical physics and big data play an important role in the evidence-based analysis and interpretation of macroeconomic principles. The techniques of complex networks, big data, and statistical physics are useful to understand theories of economic systems, and the authors have applied these to understand the intricacies of complex macroeconomic problems. Recent research work using tools and techniques of big data, statistical physics, complex networks, and statistical science is covered, and basic graph algorithms and statistical measures of complex networks are described. The application of big data and statistical physics tools to assess price dynamics, inflation, systemic risks, and productivity is discussed. Chapter-end summary and numerical problems are provided to reinforce understanding of concepts.

Specificaties

ISBN13:9781107198951
Taal:Engels
Bindwijze:Gebonden
Aantal pagina's:432

Inhoudsopgave

Preface; Foreword, Acknowledgements, List of tables; List of figures, prologue, 1. Introduction: reconstructing macroeconomics; 2. Basic concepts in statistical physics and stochastic models; 3. Income and firm-size distributions; 4. Productivity distribution and related topics; 5. Multivariate time-series analysis; 6. Business cycles; 7. Price dynamics and inflation/deflation; 8. Complex network, community analysis, visualization; 9. Systemic risks; Appendix A: computer program for beginners; Epilogue; Bibliography; Index.

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        Macro-Econophysics