| Literature DB >> 27822438 |
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