Estimating Cumulative Distribution Function Using Gamma Kernel

In this article, we propose the gamma kernel estimator for the cumulative distribution functions with nonnegative support. We derive the asymptotic bias and variance of the proposed estimator in both boundary and interior regions and show that it is free of boundary bias. We also obtain the optimal...

Full description

Saved in:
Bibliographic Details
Main Authors: Behzad Mansouri, Sami Atiyah Sayyid Al-Farttosi, Habiballah Mombeni, Rahim Chinipardaz
Format: Article
Language:English
Published: University of Tehran 2022-03-01
Series:Journal of Sciences, Islamic Republic of Iran
Subjects:
Online Access:https://jsciences.ut.ac.ir/article_85043_e13a2cd04cc2c6d11950582655309fe0.pdf
Tags: Add Tag
No Tags, Be the first to tag this record!