Discriminating Between New Weibull Pareto Distribution and Weibull Distribution

Authors

  • K.N.V.R. Lakshmi Andhra Loyola College, Vijayawada, Andhra Pradesh, India
  • Boyapati Srinivasa Rao Department of Mathematics and Humanities, R.V.R & J.C College of Engineering, Chowdavaram, Guntur, Andhra Pradesh, India

Keywords:

New Weibull Pareto distribution (NWPD), Weibull distribution (WD), likelihood function, order statistics, quantiles, power of the test

Abstract

In this paper, distinguision between the new Weibull Pareto distribution and the Weibull distribution, test statistics based on likelihood functions, order statistics, and population quantiles are suggested. The percentiles of the proposed test statistics are tabulated with the aid of simulated sampling distributions of the test statistics due to the non-tractability of their exact sampling distributions. The test statistics power is also tabulated, and a comparison between the powers for a given sample and the level of significance is calculated.

References

Balakrishnan N, Malik HJ. Moments of order statistics from truncated log-logistic distribution. J Stat Plan Inference. 1987; 17: 251–267.

Bodhisuwan W, Sangsanit Y. Discriminating between the Weibull and Power Lindley Distributions Utilizing Fisher Information. Thail Stat. 2017; 15: 55-68.

Bromideh AA, Valizadeh R. Discrimination between Gamma and Log-Normal Distributions by Ratio of Minimized Kullback-Leibler Divergence. Pak J Stat Oper Res. 2014; 9: 443-453.

Gupta DR, Kundu D. Discriminating between Weibull and generalized exponential distributions. Comput Stat Data Anal. 2003; 43: 179-196.

Gupta DR, Kundu D. Discriminating between gamma and generalized exponential distributions. J Stat Comput Simul. 2004; 74(2): 107–121.

Gupta DR, Kundu D, Manglic A. Discriminating between log normal and generalized exponential distributions. J Stat Plan Inference. 2005; 127: 213-227.

Kundu D, Manglick A. Discriminating between Weibull and log-normal distributions. Nav Res Logist. 2004; 51(6): 893-905.

Kundu D, Raqab MZ. Discriminating between the generalized Rayleigh and log-normal distribution. J Theor Appl Stat. 2007; 41(6): 505-515.

Nasiru S, Luguterah A. The new Weibull-Pareto distribution. Pak J Stat Oper Res. 2015; 11(1): 103-114.

Qaffou A, Zoglat A. Discriminating between normal and Gumbel distribution. Revstat Stat J. 2017; 15(4): 523-536.

Rao BS, Kantam RRL. Significance test for half logistic distribution. Stoch Qual Control. 2011; 26: 53-62.

Rao BS, Kumar SCh, Kantam RRL, Rosaiah K. Discriminating between half normal and half logistic distribution. J Comput Inf Syst 2013; 7(4): 59- 63.

Rao BS, Kantam RRL. Discriminating between generalized exponential distribution and some life test models based on population quantiles. J Mod Appl Stat Methods. 2013; 12(2): 336-343.

Rao BS, Kantam RRL. Discriminating between log-logistic and Rayleigh distributions. Pak J Stat Oper. 2014; 10(1): 1-7.

Rao BS, Sricharani P. Discriminating between Dagum and Burr-III distributions. Int J Sci Res Math Stat Sci. 2018; 5(5): 104-107.

Raqab MZ, Al-Jarallah RA, Al-Mutairi DK. Closeness of Lindley distribution to Weibull and gamma distributions. Commun Stat Appl Methods. 2017; 24: 129-142.

Ravi KMS, Kantam RRL. Discrimination between Gamma and Rayleigh models. Int J Math Eng Manag Sci. 2016; 1(2): 89-92.

Downloads

Published

2024-12-25

How to Cite

Lakshmi, K. ., & Rao, B. S. . (2024). Discriminating Between New Weibull Pareto Distribution and Weibull Distribution. Thailand Statistician, 23(1), 217–227. Retrieved from https://ph02.tci-thaijo.org/index.php/thaistat/article/view/257234

Issue

Section

Articles