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Complexities in Financial Network Topological Dynamics: Modeling of Emerging and Developed Stock Markets
المؤلفون المشاركون
Zhang, Yi-Cheng
Tang, Yong
Xiong, Jason Jie
Jia, Zi-Yang
المصدر
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-31، 31ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-11-01
دولة النشر
مصر
عدد الصفحات
31
التخصصات الرئيسية
الملخص EN
Policy makings and regulations of financial markets rely on a good understanding of the complexity of financial markets.
There have been recent advances in applying data-driven science and network theory into the studies of social and financial systems.
Financial assets and institutions are strongly connected and influence each other.
It is essential to study how the topological structures of financial networks could potentially influence market behaviors.
Network analysis is an innovative method to enhance data mining and knowledge discovery in financial data.
With the help of complex network theory, the topological network structures of a market can be extracted to reveal hidden information and relationships among stocks.
In this study, two major markets of the most influential economies, China and the United States, are systematically studied from the perspective of financial network analysis.
Results suggest that the network properties and hierarchical structures are fundamentally different for the two stock markets.
The patterns embedded in the price movements are revealed and shed light on the market dynamics.
Financial policymakers and regulators can gain inspiration from these findings for applications in policy making, regulations design, portfolio management, risk management, and trading.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Tang, Yong& Xiong, Jason Jie& Jia, Zi-Yang& Zhang, Yi-Cheng. 2018. Complexities in Financial Network Topological Dynamics: Modeling of Emerging and Developed Stock Markets. Complexity،Vol. 2018, no. 2018, pp.1-31.
https://search.emarefa.net/detail/BIM-1134266
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Tang, Yong…[et al.]. Complexities in Financial Network Topological Dynamics: Modeling of Emerging and Developed Stock Markets. Complexity No. 2018 (2018), pp.1-31.
https://search.emarefa.net/detail/BIM-1134266
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Tang, Yong& Xiong, Jason Jie& Jia, Zi-Yang& Zhang, Yi-Cheng. Complexities in Financial Network Topological Dynamics: Modeling of Emerging and Developed Stock Markets. Complexity. 2018. Vol. 2018, no. 2018, pp.1-31.
https://search.emarefa.net/detail/BIM-1134266
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1134266
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر
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