Comparison of the Bayesian and Maximum Likelihood Estimation of Rayleigh Distribution for Right Censored Survival Data Type II

D. P. Rahajeng Ika; Ida Fithriani; Siti Nurrohmah

doi:10.1088/1742-6596/1218/1/012016

Comparison of the Bayesian and Maximum Likelihood Estimation of Rayleigh Distribution for Right Censored Survival Data Type II

D. P. Rahajeng Ika, Ida Fithriani, Siti Nurrohmah

Department of Mathematics

Research output: Contribution to journal › Conference article › peer-review

1 Citation (Scopus)

Abstract

In this paper, we used maximum likelihood and Bayes method to estimate parameter of Rayleigh distribution for right censored survival data type II to know the best method. The prior knowledge which used in Bayes method is Invers Gamma prior. Maximum likelihood and Bayes method under Square Error Loss Function will be compared. We compare these methods by Mean Squared Error (MSE) value using R program. After that, the result will be displayed in tables to facilitate the comparisons.

Original language	English
Article number	012016
Journal	Journal of Physics: Conference Series
Volume	1218
Issue number	1
DOIs	https://doi.org/10.1088/1742-6596/1218/1/012016
Publication status	Published - 31 May 2019
Event	3rd International Conference on Mathematics; Pure, Applied and Computation, ICoMPAC 2018 - Surabaya, Indonesia Duration: 20 Oct 2018 → …

Access to Document

10.1088/1742-6596/1218/1/012016

Cite this

@article{43c0942f7f2c44ca893a550b62e97c3b,

title = "Comparison of the Bayesian and Maximum Likelihood Estimation of Rayleigh Distribution for Right Censored Survival Data Type II",

abstract = "In this paper, we used maximum likelihood and Bayes method to estimate parameter of Rayleigh distribution for right censored survival data type II to know the best method. The prior knowledge which used in Bayes method is Invers Gamma prior. Maximum likelihood and Bayes method under Square Error Loss Function will be compared. We compare these methods by Mean Squared Error (MSE) value using R program. After that, the result will be displayed in tables to facilitate the comparisons.",

author = "{Rahajeng Ika}, {D. P.} and Ida Fithriani and Siti Nurrohmah",

note = "Publisher Copyright: {\textcopyright} Published under licence by IOP Publishing Ltd.; 3rd International Conference on Mathematics; Pure, Applied and Computation, ICoMPAC 2018 ; Conference date: 20-10-2018",

year = "2019",

month = may,

day = "31",

doi = "10.1088/1742-6596/1218/1/012016",

language = "English",

volume = "1218",

journal = "Journal of Physics: Conference Series",

issn = "1742-6588",

publisher = "IOP Publishing Ltd.",

number = "1",

}

TY - JOUR

T1 - Comparison of the Bayesian and Maximum Likelihood Estimation of Rayleigh Distribution for Right Censored Survival Data Type II

AU - Rahajeng Ika, D. P.

AU - Fithriani, Ida

AU - Nurrohmah, Siti

N1 - Publisher Copyright: © Published under licence by IOP Publishing Ltd.

PY - 2019/5/31

Y1 - 2019/5/31

N2 - In this paper, we used maximum likelihood and Bayes method to estimate parameter of Rayleigh distribution for right censored survival data type II to know the best method. The prior knowledge which used in Bayes method is Invers Gamma prior. Maximum likelihood and Bayes method under Square Error Loss Function will be compared. We compare these methods by Mean Squared Error (MSE) value using R program. After that, the result will be displayed in tables to facilitate the comparisons.

AB - In this paper, we used maximum likelihood and Bayes method to estimate parameter of Rayleigh distribution for right censored survival data type II to know the best method. The prior knowledge which used in Bayes method is Invers Gamma prior. Maximum likelihood and Bayes method under Square Error Loss Function will be compared. We compare these methods by Mean Squared Error (MSE) value using R program. After that, the result will be displayed in tables to facilitate the comparisons.

UR - http://www.scopus.com/inward/record.url?scp=85067820867&partnerID=8YFLogxK

U2 - 10.1088/1742-6596/1218/1/012016

DO - 10.1088/1742-6596/1218/1/012016

M3 - Conference article

AN - SCOPUS:85067820867

SN - 1742-6588

VL - 1218

JO - Journal of Physics: Conference Series

JF - Journal of Physics: Conference Series

IS - 1

M1 - 012016

T2 - 3rd International Conference on Mathematics; Pure, Applied and Computation, ICoMPAC 2018

Y2 - 20 October 2018

ER -

Comparison of the Bayesian and Maximum Likelihood Estimation of Rayleigh Distribution for Right Censored Survival Data Type II

Abstract

Access to Document

Other files and links

Fingerprint

Cite this