Structural Breaks in Financial Time Series
Author | : Elena Andreou |
Publisher | : |
Total Pages | : 55 |
Release | : 2012 |
ISBN-10 | : OCLC:1290240131 |
ISBN-13 | : |
Rating | : 4/5 ( Downloads) |
Download or read book Structural Breaks in Financial Time Series written by Elena Andreou and published by . This book was released on 2012 with total page 55 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper reviews the literature on structural breaks in financial time series. First we discuss the implications of structural breaks in financial time series for statistical inference purposes. In the second section we discuss the relevant asymptotic results and issues involved in general classifications of change-point tests in financial time series such historical versus sequential tests, parametric versus nonparametric tests and single versus multiple break tests. The third section reviews a number of structural change tests by focusing on certain characteristics or moments of financial time series such as structural break tests in the financial asset returns and volatility, long memory, tails and distribution. In addition, we review changepoint tests for the co-dependence between financial asset returns processes in the context of multivariate volatility models, copulae and last but not least asset pricing. In concluding we provide some areas of future research in the subject.