Gram-Charlier A Series Based Extended Rule-of-Thumb for Bandwidth Selection in Univariate Kernel Density Estimation

Bandwidth parameter estimation in univariate Kernel Density Estimation has traditionally two approaches. Rule(s)-of-Thumb (ROT) achieve ‘quick and dirty’ estimations with some specific assumption for an unknown density. More accurate solve-the-equation-plug-in (STEPI) rules have almost no direct as...

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Bibliographic Details
Main Author: Bhaveshkumar Dharmani
Format: Article
Language:English
Published: Austrian Statistical Society 2022-08-01
Series:Austrian Journal of Statistics
Online Access:https://ajs.or.at/index.php/ajs/article/view/1204