ARTICLE SYNOPSIS...Optimal Window Length For Forecasting by A. Denis Ridley, Ph.D. As a rule, the financial markets are complex and difficult to analyze, due to multiple cyclical elements present in the related data. The moving window spectral (Mws) method of analysis and