Adaptation to lowest density regions with application to support recovery

Tim Patschkowski, Angelika Rohde

A scheme for locally adaptive bandwidth selection is proposed which sensitively shrinks the bandwidth of a kernel estimator at lowest density regions such as the support boundary w…