Recurrence quantification analysis of global stock markets

João Bastos and Jorge Caiado

Physica A: Statistical Mechanics and its Applications, 2011, vol. 390, issue 7, 1315-1325

Abstract: This study investigates the presence of deterministic dependencies in international stock markets using recurrence plots and recurrence quantification analysis (RQA). The results are based on a large set of free float-adjusted market capitalization stock indices, covering a period of 15 years. The statistical tests suggest that the dynamics of stock prices in emerging markets is characterized by higher values of RQA measures when compared to their developed counterparts. The behavior of stock markets during critical financial events, such as the burst of the technology bubble, the Asian currency crisis, and the recent subprime mortgage crisis, is analyzed by performing RQA in sliding windows. It is shown that during these events stock markets exhibit a distinctive behavior that is characterized by temporary decreases in the fraction of recurrence points contained in diagonal and vertical structures.

Keywords: Recurrence plot; Recurrence quantification analysis; Nonlinear dynamics; International stock markets (search for similar items in EconPapers)
Date: 2011
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Citations: View citations in EconPapers (25)

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Working Paper: Recurrence quantification analysis of global stock markets (2010)
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Persistent link: https://EconPapers.repec.org/RePEc:eee:phsmap:v:390:y:2011:i:7:p:1315-1325

DOI: 10.1016/j.physa.2010.12.008

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