International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Most Trusted Research Journal Since Year 2012

ISSN: 2319-7064

Research Paper | Mathematics | Iraq | Volume 6 Issue 8, August 2017

On Reliability Estimation for the Rayleigh Distribution Based on Monte Carlo Simulation

A. Lec. Taha Anwar Taha

This Research deals with estimation the reliability function of two-parameters Rayleigh distribution, using different estimation methods like, Maximum likelihood, Median-First Order Statistics, Ridge Regression, Modified Thompson-Type Shrinkage and Single Stage Shrinkage methods. Comparisons among the suggestion estimators were made using Monte Carlo Simulation based on statistical indicter mean squared error (MSE).

Keywords: The Rayleigh distribution, Maximum likelihood method, Median-First Order Statistics, Ridge regression, Modified Thompson, Shrinkage methods estimators, Mean squared error

Edition: Volume 6 Issue 8, August 2017

Pages: 1163 - 1167


How to Cite this Article?

A. Lec. Taha Anwar Taha, "On Reliability Estimation for the Rayleigh Distribution Based on Monte Carlo Simulation", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=ART20176044, Volume 6 Issue 8, August 2017, 1163 - 1167

14 PDF Views | 16 PDF Downloads

Download Article PDF

Video Lecture of Above Article is Not Available Yet

You be the First to Request! Press the Button below!



Similar Articles with Keyword 'Maximum likelihood method'

Research Paper, Mathematics, Kenya, Volume 3 Issue 7, July 2014

Pages: 2242 - 2254

Conditional Maximum Likelihood Estimation for Logit Panel Models with Non-Responses

Opeyo P.O., Olubusoye O.E., Leo O.Odongo

Share this article

Research Paper, Mathematics, Iraq, Volume 6 Issue 8, August 2017

Pages: 1163 - 1167

On Reliability Estimation for the Rayleigh Distribution Based on Monte Carlo Simulation

A. Lec. Taha Anwar Taha

Share this article

Research Paper, Mathematics, Afghanistan, Volume 8 Issue 10, October 2019

Pages: 762 - 767

Functional Analysis of Classical Contractile Estimation in Riley and Exponential Distribution under Different Loss Functions Based on Censored Data

Sayed Hazrat Sadat

Share this article

Similar Articles with Keyword 'Ridge regression'

Research Paper, Mathematics, Iraq, Volume 6 Issue 6, June 2017

Pages: 2426 - 2429

An Alternative Approach for Selecting Ridge Parameter for Ordinary Ridge Regression Estimator

Hazim Mansoor Gorgees, Fatimah Assim Mahdi

Share this article

Research Paper, Mathematics, Iraq, Volume 6 Issue 8, August 2017

Pages: 1163 - 1167

On Reliability Estimation for the Rayleigh Distribution Based on Monte Carlo Simulation

A. Lec. Taha Anwar Taha

Share this article

Similar Articles with Keyword 'Mean squared error'

Research Paper, Mathematics, Iraq, Volume 6 Issue 7, July 2017

Pages: 117 - 123

On Shrinkage Estimation of R(s,k) Based on Exponentiated Weibull Distribution

Abbas N. S., Fatima H. S.

Share this article

Research Paper, Mathematics, Iraq, Volume 6 Issue 8, August 2017

Pages: 1163 - 1167

On Reliability Estimation for the Rayleigh Distribution Based on Monte Carlo Simulation

A. Lec. Taha Anwar Taha

Share this article

Research Paper, Mathematics, Iraq, Volume 6 Issue 3, March 2017

Pages: 2078 - 2082

On Shrinkage Estimation of the Stress ? Strength Reliability of Exponentiaed Weibull Distribution

Abbas.N.S, Fatima.H.S

Share this article

Research Paper, Mathematics, Iraq, Volume 6 Issue 8, August 2017

Pages: 1316 - 1319

Estimating the Shape Parameter for the Power Function Distribution through Shrinkage Technique

Abbas Najim Salman, Alaa M. Hamad

Share this article

Research Paper, Mathematics, Iraq, Volume 6 Issue 11, November 2017

Pages: 1825 - 1832

Estimation R(s,k) of Generalized Rayleigh Distribution

Abbas.N.S, Eman.A.A

Share this article

Top