03250nam 2200613 a 450 991030038030332120200520144314.03-319-00723-810.1007/978-3-319-00723-6(CKB)2670000000423454(SSID)ssj0000988081(PQKBManifestationID)11546495(PQKBTitleCode)TC0000988081(PQKBWorkID)10950570(PQKB)10922932(MiAaPQ)EBC1398588(DE-He213)978-3-319-00723-6(PPN)172422779(EXLCZ)99267000000042345420130913d2014 uy 0engurcn|||||||||txtccrComplexity in financial markets modeling psychological behavior in agent-based models and order book models /Matthieu Cristelli1st ed. 2014.Cham Springer2014xix, 216 p. ill. (some col.)Springer theses : recognizing outstanding Ph.D. research,2190-5053Bibliographic Level Mode of Issuance: Monograph3-319-03273-9 3-319-00722-X Includes bibliographical references.pt. I. Agent-based modeling -- pt. II. Financial market dynamics : order book and data analysis -- pt. III. A metrics for the economic complexity.Tools and methods from complex systems science can have a considerable impact on the way in which the quantitative assessment of economic and financial issues is approached, as discussed in this thesis. First  it is shown that the self-organization of financial markets is a crucial factor in the understanding of their dynamics. In fact, using an agent-based approach, it is argued that financial markets’ stylized facts appear only in the self-organized state. Secondly, the thesis points out the potential of so-called big data science for financial market modeling, investigating how web-driven data can yield a picture of market activities:  it has been found that web query volumes anticipate trade volumes. As a third achievement, the metrics developed here for country competitiveness and product complexity is groundbreaking in comparison to mainstream theories of economic growth and technological development. A key element in assessing the intangible variables determining the success of countries in the present globalized economy is represented by the diversification of the productive basket of countries. The comparison between the level of complexity of a country's productive system  and economic indicators such as the GDP per capita discloses its hidden growth potential.Springer theses.FinanceBusiness mathematicsMarketsStatistical physicsFinance.Business mathematics.Markets.Statistical physics.621Cristelli Matthieu791333MiAaPQMiAaPQMiAaPQBOOK9910300380303321Complexity in Financial Markets1768711UNINA