Stepwise regression analysis

One of the types of regression analysis procedures in which the predictor variables enter or leave the regression equation one at a time. The purpose of stepwise regression is to select, from a large number of predictor variables, a small subset of variables that account for most of the variation in the dependent or criterion variable.