Marshall-Olkin Power Lomax Distribution: Properties and Estimation Based on Complete and Censored Samples


  •  Muhammad Ahsan Ul Haq    
  •  G. G. Hamedani    
  •  M. Elgarhy    
  •  Pedro Luiz Ramos    

Abstract

We study a new distribution called the Marshall-Olkin Power Lomax distribution. A comprehensive account of its mathematical properties including explicit expressions for the ordinary moments, moment generating function, order statistics, Renyi entropy, and probability weighted moments are derived. The model parameters are estimated by the method of maximum likelihood. Monte Carlo simulation study is carried out to estimate the parameters and the performance of the estimates is judged via the average biases and mean squared error values. The usefulness of the proposed model is illustrated via real-life data set.



This work is licensed under a Creative Commons Attribution 4.0 License.
  • ISSN(Print): 1927-7032
  • ISSN(Online): 1927-7040
  • Started: 2012
  • Frequency: bimonthly

Journal Metrics

  • h-index (December 2019): 15
  • i10-index (December 2019): 24
  • h5-index (December 2019): N/A
  • h5-median(December 2019): N/A

( The data was calculated based on Google Scholar Citations. Click Here to Learn More. )

Contact