The invention relates to a system and methods for managing and viewing historical security analyst data; for measuring, analyzing, and tracking the historical performance of security analysts' estimates and buy/sell recommendations; and using such performance and other information to automatically produce better predictors of future corporate earnings or stock-price performance.