Kitchen Sink Regression and Horse Racing
I recently had a paper rejected due to the use of parameter horse racing and kitchen sink regression. This article describes a critical issue with that rejection criteria. A kitchen sink regression occurs when an analyst takes all available data and regresses it against some dependent variable. This risks overfitting where relationships are found in … Read more