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.

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Yes, you can access Macro-Econophysics by Hideaki Aoyama,Yoshi Fujiwara,Yuichi Ikeda,Hiroshi Iyetomi,Wataru Souma,Hiroshi Yoshikawa in PDF and/or ePUB format, as well as other popular books in Physical Sciences & Physics. We have over one million books available in our catalogue for you to explore.

Information

Publisher

Cambridge University Press

Year

2017

ISBN

9781108226165

Topic

Physical Sciences

Subtopic

Physics

Index

Physics

Cover
Macro-Econophysics
Series Page
Title
Copyright
Dedication
Contents
Figures
Tables
Foreword
Acknowledgments
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 Networks, Community Analysis, Visualization
9. Systemic Risks
Appendix A Computer Programs for Beginners
Solution to Exercises
Epilogue
Bibliography
Index
Color Plates