大米价格是否遵循随机游走?基于亚洲市场马尔可夫转换单位根检验的证据

Do rice prices follow a random walk? Evidence from Markov switching unit root tests for Asian markets

Agricultural Economics · 2016
被引 20
人大 A-

中文导读

使用马尔可夫转换单位根检验,发现1995至2015年间六个亚洲国家的大米进口价格在大部分时期是平稳的,而非随机游走,对农产品价格预测和政策制定有参考价值。

Abstract

This study revisits the issue of mean reversion in the import rice prices of six Asian countries over the period between 1995 and 2015. Augmented Dickey Fuller tests with a conventional linear regression model support the presence of a unit root in the levels of the price data. However, when regressions allow for Markov switching in coefficients and variances to capture periodic shifts in levels and volatilities, there is strong evidence against the unit-root null hypothesis in favor of stationarity over much of the observation period.

大米价格均值回归马尔可夫转换单位根检验亚洲市场