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 | Statistics | India | Volume 7 Issue 1, January 2018

Estimation of Location (?) and Scale (?) for Two-Parameter Rayleigh Distribution by Median Rank Regression Method

M. Vijayalakshmi; O. V. Raja Sekharam; G. V. S. R. Anjaneyulu

In this paper, we propose the estimation of Location () and Scale () parameters using the median ranks method (Benard', s approximation) and also using two step least square estimation method. We also computed Average Estimate (AE), Variance (VAR), Standard Deviation (STD), Mean Absolute Deviation (MAD), Mean Square Error (MSE), Simulated Error (SE) and Relative Absolute Bias (RAB) for both the parameters under complete sample based on 1000 simulations to assess the performance of the estimators. In this paper, finally we recommended that Median Rank Regression Method shows best performance than Least Square Estimation Method.

Keywords: Two parameter Rayleigh distribution, median ranks method (Benard's approximation), Least Square method, Montecarlo Simulation.

Edition: Volume 7 Issue 1, January 2018

Pages: 1948 - 1952


How to Cite this Article?

M. Vijayalakshmi; O. V. Raja Sekharam; G. V. S. R. Anjaneyulu, "Estimation of Location (?) and Scale (?) for Two-Parameter Rayleigh Distribution by Median Rank Regression Method", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=ART20179725, Volume 7 Issue 1, January 2018, 1948 - 1952

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Research Paper, Statistics, India, Volume 7 Issue 1, January 2018

Pages: 1948 - 1952

Estimation of Location (?) and Scale (?) for Two-Parameter Rayleigh Distribution by Median Rank Regression Method

M. Vijayalakshmi; O. V. Raja Sekharam; G. V. S. R. Anjaneyulu

Share this article
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