An examination of the Shiller cyclically adjusted pricing-earnings (CAPE) ratio reveals its forecasting power for 12-month CRSP equally weighted (EW) excess returns and value weighted (VW) excess returns. The 12-month EW excess returns following low CAPE ratios are, on average, 20.7% higher than...

This chapter reviews the principal methods used by researchers when forecasting seasonal time series. In addition, the often overlooked implications of forecasting and feedback for seasonal adjustment are discussed. After an introduction in Section 1, Section 2 examines traditional univariate...

This paper summarizes experiences with forecasting of quarterly gross domestic product (GDP) using seasonal adjustment methods, regression and ARIMA models. Statistics Estonia started with seasonal adjustment of GDP and its components at the end of 1998. The main reason why we did this was to...