Items for "plug-in"

On local bootstrap bandwidth choice in kernel density estimation

Under mild regularity conditions, it is shown that bandwidth selection by minimizing the bootstrapped mean squared error (at a point x) leads to a bandwidth of the same form as that obtained by a consistent plug-in procedure...

Keywords: kernel density estimation, bandwidth selection, plug-in, bootstrapping, mean squared error