Mixed Topp-Leone-Kumaraswamy distribution
عنوان مقاله: Mixed Topp-Leone-Kumaraswamy distribution
شناسه ملی مقاله: JR_IJNAA-12-2_054
منتشر شده در در سال 1400
شناسه ملی مقاله: JR_IJNAA-12-2_054
منتشر شده در در سال 1400
مشخصات نویسندگان مقاله:
- - - Department of Information Technology, Technical College of Management-Baghdad, Middle Technical University, Baghdad, Iraq
خلاصه مقاله:
- - - Department of Information Technology, Technical College of Management-Baghdad, Middle Technical University, Baghdad, Iraq
In this article, a new generalization of the Topp-Leone distribution with a unit interval, namely Mixed Topp-Leone-Kumaraswamy distribution is defined and studied. The mathematical properties of this mixing distribution are described. Moments, quantile function, R?nyi entropy, incomplete moments and moments of residual are obtained for the new Mixed Topp-Leone - Kumaraswamy distribution. The maximum likelihood (MLE), Crans (CM) , Percentile (PM) and Particle Swarm Optimization(PSO) estimators of the parameters are derived. The percentile Method is more efficient method as compred to the others. Two real data sets are used to illustrate an application and superiority of the proposed distribution.
کلمات کلیدی: In this article, a new generalization of the Topp-Leone distribution with a unit interval, namely Mixed Topp-Leone-Kumaraswamy distribution is defined and studied. The mathematical properties of this mixing distribution are described. Moments, quantile function, R?nyi entropy, incomplete moments and moments of residual are obtained for the new Mixed Topp-Leone - Kumaraswamy distribution. The maximum likelihood (MLE), Crans (CM), Percentile (PM) and Particle Swarm Optimization(PSO) estimators of the parameters are derived. The percentile Method is more efficient method as compred to the others. Two real data sets are used to illustrate an application and superiority of the pr, Kumaraswamy distribution, mixing Transformation, Moments, Renyi’s entropy, maximum likelihood method, Cran method, Percentile Method, Particle Swarm method
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/1561134/