Upper Bounds for the I-MSE and max-MSE of Kernel Density Estimators

Nils Lid Hjort, Nikolai G. Ushakov

The performance of kernel density estimators is usually studied via Taylor expansions and asymptotic approximation arguments, in which the bandwidth parameter tends to zero with in…