汇率与马尔可夫转换动态

Exchange Rates and Markov Switching Dynamics

Journal of Business & Economic Statistics · 2005
被引 87
人大 AABS 4

中文导读

系统实证研究三种美元汇率的马尔可夫转换动态,用蒙特卡洛方法解决统计推断问题,发现月度数据明确支持转换行为,而季度数据证据不足。

Abstract

This article presents a systematic and extensive empirical study on the presence of Markov switching dynamics in three dollar-based exchange rates. A Monte Carlo approach is adopted to circumvent the statistical inference problem inherent to the test of regime-switching behavior. Two data frequencies, two sample periods, and various specifications are considered. Quarterly data yield inconclusive evidence; the test rejects neither random walk nor Markov switching. Monthly data, on the other hand, offer unambiguous evidence of the presence of Markov switching dynamics. The results suggest that data frequency, in addition to sample size, is crucial for determining the number of regimes.

马尔可夫转换汇率数据频率蒙特卡洛方法