Econophysics and Data Driven Modelling of Market Dynamics

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Abergel, Frédéric (Επιμελητής έκδοσης), Aoyama, Hideaki (Επιμελητής έκδοσης), Chakrabarti, Bikas K. (Επιμελητής έκδοσης), Chakraborti, Anirban (Επιμελητής έκδοσης), Ghosh, Asim (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Σειρά: New Economic Windows,
• Θέματα: Physics.; Game theory.; System theory.; Sociophysics.; Econophysics.; Complexity, Computational.; Economic theory.; Socio- and Econophysics, Population and Evolutionary Models.; Game Theory, Economics, Social and Behav. Sciences.; Economic Theory/Quantitative Economics/Mathematical Methods.; Complex Systems.; Complexity.

 This book presents the works and research findings of physicists, economists, mathematicians, statisticians, and financial engineers who have undertaken data-driven modelling of market dynamics and other empirical studies in the field of Econophysics. During recent decades, the financial market landscape has changed dramatically with the deregulation of markets and the growing complexity of products. The ever-increasing speed and decreasing costs of computational power and networks have led to the emergence of huge databases. The availability of these data should permit the development of models that are better founded empirically, and econophysicists have accordingly been advocating that one should rely primarily on the empirical observations in order to construct models and validate them. The recent turmoil in financial markets and the 2008 crash appear to offer a strong rationale for new models and approaches. The Econophysics community accordingly has an important future role to play in market modelling. The Econophys-Kolkata VIII conference proceedings are devoted to the presentation of many such modelling efforts and address recent developments. A number of leading researchers from across the globe report on their recent work, comment on the latest issues, and review the contemporary literature. 

 From the Contents: How to measure lead-lag relationships from high frequency data? -- Correlation and Interdependencies in coupled financial networks -- The Asian Economic Observatory Network (AEON) Proposal on Data-Driven Agent-Based Modeling of the Asian Economies.