RecordNumber
3939
Author
Noughabi, Hadi Alizadeh
Crop_Body
Hadi Alizadeh Noughabi, Gholam Reza Mohtashami Borzadaran
Title of Article
An updated Review of Goodness of Fit Tests Based on Entropy
Title Of Journal
خبرنامه انجمن آمار ايران (JIRSS)
PublishInfo
تهران :انجمن آمار ايران
Publication Year
2020
Volum
19
Issue Number
2
Page
175-204
Keywords
Goodness of Fit Tests , Entropy , Monte Carlo Comparisons
Abstract
Dierent approaches to goodness of fit (GOF) testing are proposed. This
survey intends to present the developments on Goodness of Fit based on entropy
during the last 50 years, from the very first origins until the most recent advances
for dierent data and models. Goodness of fit tests based on Shannon entropy was
started by Vasicek in 1976 and were continued by many authors. In this paper, we
describe dierent GOF tests constructed by authors from the beginning to now. First,
the problem of GOF and dierent types of GOF are stated. Then, the method of GOF
tests based on entropy for complete and censored data is explained and all works
proposed by authors in this subject are mentioned.