Bayesian Unit Root Testing for Financial Time Series

摘要

In times series analysis, unit root test is one of most important research topics. For time series data generated by autoregressive process, we propose a new and simple Bayesian approach for unit root testing based on Bays factor and powerful path sampling (Gelman & Meng, 1998). A real example is illustrated to show the effectiveness of our proposed approach.