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Dynamical Interdependence Analysis in the Stock Indices of the East Asian Economies

机译:东亚经济股指数的动态相互依存分析

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The contagion of the financial crisis became more and more evident since 1990s. Numerous channels make the financial crisis contagion have notable nonlinear features. The traditional research are mostly based on the linear methods, which have limitation to investigate the nonlinear features. The dynamical interdependence analysis method in this paper is better than the linear methods to depict the nonlinear dynamical features of the financial crisis contagion. The searching of the dynamical interdependence is the first and important step of the financial crisis contagion study. The method to find the evidence of the dynamical interdependence between two time series bases on the multi-series nonlinear mutual predictability. If two time series has mutual predictability, it is an evidence of the dynamical interdependence between the two time series. This study examines the stock indices time series of the East Asian economies for evidence of dynamical interdependence between these indices. The data were collected from daily stock indices of Hong Kong, Indonesia, Japan, Korea, Malaysia, Philippine, Singapore, Taiwan and Thailand. The results show that the many pairs of the stock indices of the East Asian economies have nonlinear mutual predictability. So dynamical interdependence is detectable in East Asian economies, which could be useful for the future study of the financial crisis contagion.
机译:自20世纪90年代以来,金融危机的蔓延变得越来越明显。众多渠道使金融危机传染具有显着的非线性特征。传统的研究主要基于线性方法,这具有对研究非线性特征的限制。本文的动态相互依存分析方法优于描绘金融危机传染的非线性动力学特征的线性方法。寻求动态相互依存性是金融危机传染研究的第一步和重要步骤。该方法找到两次非线性互联性的两次序列基础之间动态相互依存的证据。如果两个时间序列具有相互预测性,则这是两次序列之间动态相互依赖的证据。本研究审查了东亚经济的股票指数时间系列,以便在这些指标之间动态相互依存的证据。这些数据是从香港,印度尼西亚,日本,韩国,马来西亚,菲律宾,新加坡,台湾和泰国的日常股票指数收集的。结果表明,东亚经济体的许多股票指数具有非线性互联性。因此,在东亚经济体中可检测到动态相互依赖,这可能对金融危机蔓延的未来研究有用。

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