Statistics, Probability, Exploratory Data Analysis, Mathematics, Graph.
most optimal bandwidth selector but is used either as a very fast reasonably good estimator or as a first estimator in multistage bandwidth selectors. More precise solve-the-equation plug-in rules use estimation of integrated squared density derivative functional to estimate the optimal bandwidth.