The group lasso is an extension of the lasso to do variable selection on (predefined) groups of variables in linear regression models. The estimates have the attractive property of being invariant ...

Return on investment (ROI) is a performance measure used to evaluate the efficiency of an investment or compare the efficiency of several investments.