Literature DB >> 27822438

Weighted Lomax distribution.

N M Kilany1.   

Abstract

The Lomax distribution (Pareto Type-II) is widely applicable in reliability and life testing problems in engineering as well as in survival analysis as an alternative distribution. In this paper, Weighted Lomax distribution is proposed and studied. The density function and its behavior, moments, hazard and survival functions, mean residual life and reversed failure rate, extreme values distributions and order statistics are derived and studied. The parameters of this distribution are estimated by the method of moments and the maximum likelihood estimation method and the observed information matrix is derived. Moreover, simulation schemes are derived. Finally, an application of the model to a real data set is presented and compared with some other well-known distributions.

Entities:  

Keywords:  Lomax distribution; Maximum likelihood estimation method; Method of moments estimation; Reliability measures; Weighted distribution

Year:  2016        PMID: 27822438      PMCID: PMC5078137          DOI: 10.1186/s40064-016-3489-2

Source DB:  PubMed          Journal:  Springerplus        ISSN: 2193-1801


  1 in total

1.  Estimation of Entropy for Inverse Lomax Distribution under Multiple Censored Data.

Authors:  Rashad A R Bantan; Mohammed Elgarhy; Christophe Chesneau; Farrukh Jamal
Journal:  Entropy (Basel)       Date:  2020-05-28       Impact factor: 2.524

  1 in total

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