International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064




Downloads: 113

Research Paper | Statistics | Egypt | Volume 4 Issue 9, September 2015


Bayesian and Non Bayesian Estimations for Birnbaum-Saunders Distribution under Partially Accelerated Life Testing Based on Censoring Sampling

Mohamed S. Hamouda


Abstract: In this paper, the maximum likelihood and Bayes estimators for the Constant-stress partially accelerated life testing are considered when the lifetimes of test units are assumed to follow the two-parameter Birnbaum-Saunders distribution. Based on type-II censored samples, the maximum likelihood estimates (MLEs) for the parameters of the model are derived. simulation study is carried out to investigate the precision of the MLEs for the parameters involved. Bayesian estimation have been considered using reference prior with partial information for the parameters of the model under squared error loss function. Due to the complexity of the model, Markovchain Monte Carlo using Gibbs sampling are used to develop a Bayesian estimation for Constant-stress partially accelerated life testing model.


Keywords: Constant-stress partially Accelerated life testing, Birnbaum-Saunders distribution, Type- II censoring, Simulation study, Gibbs sampling


Edition: Volume 4 Issue 9, September 2015,


Pages: 1805 - 1813


How to Cite this Article?

Mohamed S. Hamouda, "Bayesian and Non Bayesian Estimations for Birnbaum-Saunders Distribution under Partially Accelerated Life Testing Based on Censoring Sampling", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=SUB158367, Volume 4 Issue 9, September 2015, 1805 - 1813

How to Share this Article?

Enter Your Email Address


Similar Articles with Keyword 'Simulation study'

Downloads: 106

Research Paper, Statistics, Kenya, Volume 4 Issue 11, November 2015

Pages: 2066 - 2074

C(Alpha) Tests for Testing Homogeneity of Proportions in Presence of McDONALD Generalized Beta-Binomial Over-Dispersion

Bichanga Lawrence Areba, Ali Islam, Orawo Luke

Share this Article

Downloads: 107

Research Paper, Statistics, Kenya, Volume 3 Issue 8, August 2014

Pages: 2081 - 2087

Jackknife Variance Estimation of Uniformly Minimum Variance Unbiased Estimates and the Maximum Likelihood Estimates for the Gamma Probability Density Function

Lillian A. Oluoch, Leo O. Odongo

Share this Article

Similar Articles with Keyword 'partially'

Downloads: 106

Research Paper, Statistics, Nigeria, Volume 5 Issue 9, September 2016

Pages: 1144 - 1149

Application of Constrained Optimization Approach to Missing Data in Experimental Design

Michael Ekholuenetale, Adamson O. Ajakaiye

Share this Article

Downloads: 113

Research Paper, Statistics, India, Volume 4 Issue 12, December 2015

Pages: 1826 - 1832

A Study of Malaria Epidemic Model Using the Effect of Lost Immunity

A. S. Talawar, U. R. Aundhakar

Share this Article

Similar Articles with Keyword 'Accelerated'

Downloads: 34

Research Paper, Statistics, Kenya, Volume 4 Issue 9, September 2015

Pages: 1216 - 1224

Spatial Temporal Modelling of Tuberculosis in Kenya Using Small Area Estimation

Kipruto H; Mung?atu J; Ogila K; Adem A; Mwalili S; Kibuchi E; Ong'ang'o JR; Sang G

Share this Article

Downloads: 35

Research Paper, Statistics, Kenya, Volume 4 Issue 9, September 2015

Pages: 1663 - 1671

An Application of Deterministic and Stochastic Processes to Model Evolving Epidemiology of Tuberculosis in Kenya

Kipruto H; Mung?atu J; Ogila K; Adem A; Mwalili S; Kibuchi E; Masini E; Kiplimo R; Ong'ang'o JR

Share this Article

Similar Articles with Keyword 'life'

Downloads: 0

Research Paper, Statistics, India, Volume 1 Issue 1, November 2012

Pages: 72 - 74

A Study of Impact of Print Media on Human Life using Statistical Methods

Prakash S. Chougule

Share this Article

Downloads: 0

Case Studies, Statistics, Congo (DRC), Volume 10 Issue 11, November 2021

Pages: 975 - 979

Contribution of Survival Mechanisms and Strategies Relating to the Promotion of Socio-Economic Household Development (Case of Volunteer Leavers of Kolwezi, 2014-2020)

Jacques Bajika Kalombo

Share this Article

Similar Articles with Keyword 'testing'

Downloads: 1

Research Paper, Statistics, India, Volume 1 Issue 1, December 2012

Pages: 240 - 242

To Study the Influence of Social Media on Human Mind Using Statistical Tools

Prakash S. Chougule

Share this Article

Downloads: 106

Research Paper, Statistics, Kenya, Volume 4 Issue 11, November 2015

Pages: 2066 - 2074

C(Alpha) Tests for Testing Homogeneity of Proportions in Presence of McDONALD Generalized Beta-Binomial Over-Dispersion

Bichanga Lawrence Areba, Ali Islam, Orawo Luke

Share this Article

Similar Articles with Keyword 'distribution'

Downloads: 50

Research Paper, Statistics, India, Volume 9 Issue 12, December 2020

Pages: 1603 - 1610

Poisson Inverse NHE Distribution with Theory and Applications

Arun Kumar Chaudhary, Vijay Kumar

Share this Article

Downloads: 55

Research Paper, Statistics, Rwanda, Volume 7 Issue 10, October 2018

Pages: 1697 - 1701

Measuring Extreme Risks in the Rwanda Stock Market

Bizumutimajean Claude; Dr. Marcel NDENGO; Dr. Joseph K. Mung'atu

Share this Article

Similar Articles with Keyword 'Type'

Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Statistics, Nigeria, Volume 10 Issue 12, December 2021

Pages: 257 - 260

On Comparative Analysis of Optimum Allocation Procedures in a Multivariate Stratified Sampling

Mohammad Idris Umar, Rabo Yahaya Saidu, Ibrahim Y Adamu, Audi Najib

Share this Article

Downloads: 5

Research Paper, Statistics, Nigeria, Volume 10 Issue 8, August 2021

Pages: 734 - 744

Application of Autoregressive Integrated Moving Average Intervention Model for Corruption Index in Nigeria

Sadiq Nafisatu, Nweze N. O., Ibrahim Ahmed, Mohammed Rilwan

Share this Article

Similar Articles with Keyword 'II'

Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Statistics, Nigeria, Volume 10 Issue 12, December 2021

Pages: 257 - 260

On Comparative Analysis of Optimum Allocation Procedures in a Multivariate Stratified Sampling

Mohammad Idris Umar, Rabo Yahaya Saidu, Ibrahim Y Adamu, Audi Najib

Share this Article

Downloads: 110

Research Paper, Statistics, Kenya, Volume 5 Issue 3, March 2016

Pages: 1202 - 1207

Approaches for Testing Uniformity Hypothesis in Angular Data of Mega-Herbivores

Dr. Robert Mathenge Mutwiri, Prof. Henry Mwambi, Rob Slotow

Share this Article

Similar Articles with Keyword 'censoring'

Downloads: 119

Research Paper, Statistics, Nigeria, Volume 8 Issue 5, May 2019

Pages: 1744 - 1751

Mixture Model of Different Distributions: A Simulation Study with Different Censoring and Mixing Probabilities

Yusuf Abbakar Mohammed, Suzilah Ismail

Share this Article

Downloads: 125

Research Paper, Statistics, India, Volume 5 Issue 5, May 2016

Pages: 869 - 872

Semiparametric Multi State Model for Time-To-Event Data

Ramakrishnan.M, Viswanathan.N

Share this Article

Similar Articles with Keyword 'Simulation'

Downloads: 40

Research Paper, Statistics, Kenya, Volume 6 Issue 5, May 2017

Pages: 2337 - 2342

Logistic Regression with Correction for HIV Self Reporting

Dorothy Nyakerario Riang'a; Samuel Musili Mwalili; Humphreys Murray

Share this Article

Downloads: 106

Research Paper, Statistics, Kenya, Volume 4 Issue 11, November 2015

Pages: 2066 - 2074

C(Alpha) Tests for Testing Homogeneity of Proportions in Presence of McDONALD Generalized Beta-Binomial Over-Dispersion

Bichanga Lawrence Areba, Ali Islam, Orawo Luke

Share this Article

Similar Articles with Keyword 'study'

Downloads: 8

Research Paper, Statistics, Nigeria, Volume 10 Issue 6, June 2021

Pages: 1737 - 1740

Meta-Analysis on the Effect of Tamiflu in Patients Infected with Flu in Some Areas around US and Asia

Mohammed Rilwan, M. U. Adehi, Ahmad M. Yakasai, Ibrahim Ahmed

Share this Article

Downloads: 0

Research Paper, Statistics, India, Volume 1 Issue 1, November 2012

Pages: 72 - 74

A Study of Impact of Print Media on Human Life using Statistical Methods

Prakash S. Chougule

Share this Article

Similar Articles with Keyword 'sampling'

Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Statistics, Nigeria, Volume 10 Issue 12, December 2021

Pages: 257 - 260

On Comparative Analysis of Optimum Allocation Procedures in a Multivariate Stratified Sampling

Mohammad Idris Umar, Rabo Yahaya Saidu, Ibrahim Y Adamu, Audi Najib

Share this Article

Downloads: 91

Research Paper, Statistics, India, Volume 5 Issue 8, August 2016

Pages: 1599 - 1604

Poisson-Gamma Counting Process as a Survival Model under Size-Biased Sampling

Pawan Kumar Srivastava, R. S. Srivastava

Share this Article
Top