Analyzing Time-Frequency Relationship between Interest Rate, Stock Price and Exchange Rate Through Continuous Wavelet

A. Tiwari, A. Andrieș, Iulian Ihnatov
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引用次数: 75

Abstract

In this study we investigate and identify the patterns of co-movement of interest rate, stock price and exchange rate in India in the period between July 1997 and December 2010 using the cross-wavelet power, the cross-wavelet coherency, and the phase difference methodologies. Our empirical findings suggest that stock prices, exchange rates and interest rates are linked. The cross wavelet results show that stock price movements are lagging both to the exchange rate and interest rate fluctuations. The interest rate lead over the stock price movements is even clearer, especially after 2006, and it suggests that the stock market follows the interest rate signals. Comparing results of WTC and XWT, we find very clear results of phase difference of lead–lag relationship between stock prices, exchange rates and interest rates.
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用连续小波分析利率、股价和汇率的时频关系
在本研究中,我们使用交叉小波功率、交叉小波相干性和相位差方法调查并确定了1997年7月至2010年12月期间印度利率、股价和汇率的共同运动模式。我们的实证研究结果表明,股票价格、汇率和利率是相互关联的。交叉小波分析结果表明,股票价格的波动滞后于汇率和利率的波动。利率对股价走势的领先优势更加明显,特别是在2006年之后,这表明股市跟随利率信号。对比WTC和XWT的结果,我们发现股价、汇率和利率之间的超前滞后关系的相位差结果非常明显。
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