Feb 23, 2000 - An adaptation of least squares cross-validation is proposed for bandwidth choice in ... heavily dependent on the choice of smoothing parameter. ... We consider here the estimation of the kth derivative f(k)(x) of a probability ... where fn; denotes the leave-one-out kernel estimator (defined for general k later).