This note derives the general form of the asymptotic approximate mean integrated squared error for the q-variate, νth-order kernel density rth derivative estimator. This formula allows for normal reference rule-of-thumb bandwidths to be derived. We give tables for some of the most common cases in the literature.
- Derivative estimation
ASJC Scopus subject areas
- Statistics and Probability
- Statistics, Probability and Uncertainty