Kitchen Sink

grabcad

The Kitchen Sink Model is a term used in statistics to describe a method that includes all possible predictor variables, regardless of their potential relevance or insignificance. It is also known as the "throw everything but the kitchen sink" approach and can lead to overfitting, resulting in poor performance when applied to new data sets. Despite its drawbacks, the Kitchen Sink Model remains a popular choice for exploratory analysis.