This paper examines the out-of-sample forecasting performance of the S&P/Case-Shiller Home Price Index by a simple ARIMA model. We find that the model failed to predict the housing bubble burst. However, the model has successfully predicted declining prices since 2006:6; therefore, the magnitude...