Quality Quandaries - Regression Analysis Applied to Happenstance Data

Abstract

Care is needed in interpreting results when regression analysis is applied to happenstance data. Although a fitted regression model may be useful for prediction of future values of a series, it may be totally misleading for explaining causation relationships between the variables. Furthermore, such analysis can be disastrously affected by lack of independence between residual errors.