What Does SMLR Stand For?

SMLR stands for Stepwise Multiple Linear Regression

SMLR, or Stepwise Multiple Linear Regression, is a statistical analysis method used to identify and select the most relevant independent variables that contribute to the prediction of a dependent variable. This technique employs a systematic approach, adding or removing predictors based on their statistical significance and contribution to the model, thereby enhancing the overall performance and interpretability of the regression analysis. SMLR is commonly used in various fields, including social sciences, economics, and medical research, to develop predictive models while minimizing overfitting and maintaining model simplicity.