Understanding the shift of correlation matrices during financial crisis: A network topology

Understanding the shift of correlation matrices in any process is not an easy task.From the literatures, the most popular and widely used test for correlation shift is Jennrich's test.This motivates us to use it in this paper.However, if after hypothesis testing the hypothesis of stable process...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Yusoff, Nur Syahidah, Sharif, Shamshuritawati
التنسيق: Conference or Workshop Item
منشور في: 2015
الموضوعات:
الوصول للمادة أونلاين:http://repo.uum.edu.my/18743/
http://doi.org/10.1063/1.4907464
الوسوم: إضافة وسم
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المؤسسة: Universiti Utara Malaysia
الوصف
الملخص:Understanding the shift of correlation matrices in any process is not an easy task.From the literatures, the most popular and widely used test for correlation shift is Jennrich's test.This motivates us to use it in this paper.However, if after hypothesis testing the hypothesis of stable process correlation is rejected, then the next problem is to find out the root causes of that situation.In this paper, network topology approach will be used to understand the shift.A case study will be discussed and presented to illustrate the advantage of this approach.