statistical model is our focus. A Branching LARS (BLARS) procedure has been developed that can select and estimate the important … predictors to build a model not only good at prediction but also cost efficient. BLARS method is an extension of the LARS … BLARS will be described. We will show that a "cheaper" model could be selected by sacrificing a user selected amount of …