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

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

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Article ID: iaor20163944
Volume: 47
Issue: 6
Start Page Number: 683
End Page Number: 695
Publication Date: Nov 2016
Journal: Agricultural Economics
Authors: ,
Keywords: economics, programming: markov decision
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.

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