Uniform-in-bandwidth consistency for kernel-type estimators of Shannons entropy


Abstract in English

We establish uniform-in-bandwidth consistency for kernel-type estimators of the differential entropy. We consider two kernel-type estimators of Shannons entropy. As a consequence, an asymptotic 100% confidence interval of entropy is provided.

Download