A New Class of Rectangular Distribution Properties and Application

المؤلفون

  • Salma Omar Bleed College of Science, Statistics Department, Al-asmarya University, Libya

DOI:

https://doi.org/10.59743/aujas.v1i2.1557

الكلمات المفتاحية:

Reliability Function، Maximum Likelihood Estimation، Transmutation Map، Moments، Uniform distribution، Rectangular distribution

الملخص

 In  this  article,  we  generalize  the  Rectangular  distribution  using  the  quadratic  rank  transmutation map studied by Shaw and Buckley (2007) to develop a transmuted Rectangular  distribution.  The  expectation,  variance,  moments,  reliability  function,  hazard  rate  function,  Cumulative Hazard function, the moment generating function, and the characteristic function  of the new distribution are provided. In addition, the model parameters are estimated by the  maximum likelihood method. Finally, an application to generated data sets is illustrated. 

المراجع

- Johnson, N. L., Kotz, S., Balakrishnan, N. (1995) Continuous univariate distributions, Vol. II, Wiley, New York.

- Mudholkar, G. S., Hutson, A. D. (1996) The exponentiated Weibull family: Some properties and a flood data application,Communications in Statistics - Theory and Methods 25(12), 3059–3083. DOI: https://doi.org/10.1080/03610929608831886

- Shaw, W. T., & Buckley, I. R. C. (2007). The alchemy of probability distributions: beyond Gram- Charlierexpansions, and a skew-kurtosisnormal

distribution from a rank transmutation map. arXiv preprint arXiv:0901.0434.

- Shaw, W. T., Buckley, I. R. (2009) The alchemy of probability distributions: beyond Gram-Charlier expansions, and a skew- kurtotic-normal distribution from a rank transmutation map, arXiv preprint arXiv:0901.0434.

- Park, Sung Y.; Bera, Anil K. (2009). "Maximum entropy autoregressive conditional heteroskedasticity model". Journal of Econometrics. Elsevier. 150 (2): 219–230. DOI: https://doi.org/10.1016/j.jeconom.2008.12.014

التنزيلات

منشور

30-12-2016

كيفية الاقتباس

Bleed, S. O. (2016). A New Class of Rectangular Distribution Properties and Application . مجلة الجامعة الأسمرية, 1(2), 130–140. https://doi.org/10.59743/aujas.v1i2.1557