Recursive Bias Estimation and $L_2$ Boosting

Pierre Andre Cornillon, Nicolas Hengartner, Eric Matzner-Lober

This paper presents a general iterative bias correction procedure for regression smoothers. This bias reduction schema is shown to correspond operationally to the $L_2$ Boosting al…