Gradient Boosting for Hierarchical Data in Small Area Estimation

Paul Messer, Timo Schmid

This paper introduces Mixed Effect Gradient Boosting (MEGB), which combines the strengths of Gradient Boosting with Mixed Effects models to address complex, hierarchical data struc…