Power Length-Biased Suja Distribution: Properties and Application
DOI:
https://doi.org/10.1285/i20705948v12n2p429Keywords:
Size bias two-parameter Akash distribution, Moments, Coef- cient of variation, Coefficient of skewness, Renyi entropy, Reliability analysis.Abstract
In this paper, a new distribution called weighted size biased two-parameterAkash distribution (WSBTPAD) is proposed. The WSBTPAD is a newmodication of the size biased two-parameter Akash distribution. The mainstatistical properties of the WSBTPAD are derived and proved. These prop-erties include the moments, particularly the rth moment, moment generatingfunction, harmonic mean, Bonferroni and Lorenz curves as well as the Giniindex. Also, the mean deviations of the population mean and median andthe Renyi entropy are presented. The reliability analysis of the random vari-able following WSBTPAD random variable are discussed. The method ofmaximum likelihood estimation is considered for estimating the parametersof the distribution. The distribution of order statistics from the WSBTPADare provided.References
Al-Omari, A., Al-khazaleh, A., and Al-khazaleh, M. (2019a). Texponentiated new weibull-pareto distribution. Revista Investigacion Operacional, 40(2):165-175.
Al-Omari, A., Al-khazaleh, A., and Alzoubi, L. (2017). Transmuted janardan distribution: A generalization of the janardan distribution. Journal of Statistics Applications
and Probability, 5(2):1-11.
Al-Omari, A., Al-Nasser, A., and Ciavolino, E. (2019b). A size-biased ishita distribution
application to real data. Quality and Quantity, 53(1):493{512.
Al-Omari, A. and Gharaibeh, M. (2018). Topp-leone mukherjee-islam distribu-
tion:properties and applications. Pakistan Joural of Statistics, 34(6):479{494.
Alhyasat, K. M., Ibrahim, K., Al-Omari, A., and Abu Bakar, M. (2019). Size bias two
parameter akash distribution. submitted to Asian social science, pages {.
Fisher, R. A. (1934). The effects of methods of ascertainment upon the estimation of
frequencies. The Annals of Eugenics, 6:13{25.
Ghitany, M., Atieh, B., and Nadarajah, S. (2008). Lindley distribution and its applica-
tion. Mathematics Computing and Simulation, 78(4):493{506.
Gupta, R. C. and Keating, J. P. (1985). Relations for reliability measures under length
biased sampling. Scandinavian Journal of Statistics, 13:49{56.
Gupta, R. C. and Kirmani, S. N. (1990). The role of weighted distributions in stochastic
modeling. Communication in Statistics - Theory and Methods, 19:3147{3162.
Haq, M. A., Usman, R., Hashmi, S., and Al-Omari, A. (2017). The marshall-olkin length-
biased exponential distribution and its applications. Journal of King Saud University
Science, pages {.
Oluyede, B. O. (1999). n inequalities and selection of experiments for length-biased
distributions. Probability in the Engineering and Informational Sciences, 13:169{185.
Patil, G. and Rao, G. (1978). Weighted distributions and size biased sampling with
applications to wildlife populations and human families. Biometrics, 34:179{189.
Patil, G. P. and Rao, C. R. (1977). Weighted distributions: a survey of their applications,
in p. r. krishnaiah, (eds.). Applications of statistics, pages 383{405.
Rao, R. (1965). On discrete distributions arising out of methods of ascertainment.
Sankhya: The Indian Journal of Statistics, Series A., 27(2):311{324.
Saghir, A., Hamedani, G. G., Tazeem, S., and Khadim, A. (2017). Weighted distributions: A brief review, perspective and characterizations. International Journal of Statistics and Probability, 6(3):109-131.
Shaked, M. and Shanthikumar, J. (1994). Stochastic Orders and their Applications. Academic Press.
Shanker, R. (2015). Akash distribution and its applications. International Journal of Probability and Statistics, 4(3):65-75.
Shanker, R. and Shukla, K. (2017). On two-parameter akash distribution. Biometrics and Biostatistics International Journal, 6(5):{.
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