Bayesian Estimation of the Kumaraswamy Inverse Weibull Distribution

oleh: Felipe R.S. de Gusmão, Vera L.D. Tomazella, Ricardo S. Ehlers

Format: Article
Diterbitkan: Springer 2017-05-01

Deskripsi

The Kumaraswamy InverseWeibull distribution has the ability to model failure rates that have unimodal shapes and are quite common in reliability and biological studies. The three-parameter Kumaraswamy InverseWeibull distribution with decreasing and unimodal failure rate is introduced. We provide a comprehensive treatment of the mathematical properties of the Kumaraswany Inverse Weibull distribution and derive expressions for its moment generating function and the <i>r</i>-th generalized moment. Some properties of the model with some graphs of density and hazard function are discussed. We also discuss a Bayesian approach for this distribution and an application was made for a real data set.