Least-Absolute-Value Prediction Lines in Closed Form
Abstract For a given joint distribution of X and Y, the linear function h that minimizes the expectation of ‖Y – h(X)‖ is characterized in a form that often leads to explicit solutions, as various examples demonstrate.