Silva Giovana O, Ortega Edwin M M, Cordeiro Gauss M
ESALQ, Universidade de São Paulo, Piracicaba, Brazil.
Lifetime Data Anal. 2010 Jul;16(3):409-30. doi: 10.1007/s10985-010-9161-1. Epub 2010 Mar 18.
A five-parameter distribution so-called the beta modified Weibull distribution is defined and studied. The new distribution contains, as special submodels, several important distributions discussed in the literature, such as the generalized modified Weibull, beta Weibull, exponentiated Weibull, beta exponential, modified Weibull and Weibull distributions, among others. The new distribution can be used effectively in the analysis of survival data since it accommodates monotone, unimodal and bathtub-shaped hazard functions. We derive the moments and examine the order statistics and their moments. We propose the method of maximum likelihood for estimating the model parameters and obtain the observed information matrix. A real data set is used to illustrate the importance and flexibility of the new distribution.
定义并研究了一种所谓的β修正威布尔分布的五参数分布。作为特殊子模型,新分布包含了文献中讨论的几种重要分布,如广义修正威布尔分布、β威布尔分布、指数威布尔分布、β指数分布、修正威布尔分布和威布尔分布等。由于新分布能适应单调、单峰和浴缸形危险函数,因此可有效地用于生存数据分析。我们推导了矩并研究了顺序统计量及其矩。我们提出了用于估计模型参数的最大似然方法,并得到了观测信息矩阵。使用一个真实数据集来说明新分布的重要性和灵活性。