*Professor, Department of Finance, Chung Yuan Christian University, Chung Li, Taiwan
**Assistant Professor, Department of Finance and Department of Accounting, Chung Yuan Christian University, Chung Li, Taiwan
***College of Business, Chung Yuan Christian University, Chung Li, Taiwan, ROC
1Corresponding Author
Online published on 29 November, 2014.
This study utilizes Autoregressive Moving Average (ARMA) and Seasonal Autoregressive Moving Average (SARMA) to determine the seasonal and spillover effects from the returns of Real Estate Investment Trust-Exchange-Traded Funds (REIT-ETFs) and the stock index. Bilateral-return influences and a strong positive relationship exist between REIT-ETFs and the tracked index. Unilateral influences between lagged returns of both REIT-ETFs and stock indices are also apparent. A significant majority of the samples are best modeled by SARMA, supporting the claim of the REITs’ seasonality factor. This article also finds that a one-step ahead method of forecasting can best predict both REIT-ETFs and stock index returns.
Seasonal and Spillover Effects of Returns, REIT-ETFs