نتایج جستجو برای: mixture weibull distribution

تعداد نتایج: 695651  

Journal: :Computational Statistics & Data Analysis 2009
Debasis Kundu Arabin Kumar Dey

In this paper we consider the Marshall-Olkin bivariate Weibull distribution. The Marshall-Olkin bivariate Weibull distribution is a singular distribution, whose both the marginals are univariate Weibull distributions. This is a generalization of the Marshall-Olkin bivariate exponential distribution. The cumulative joint distribution of the Marshall-Olkin bivariate Weibull distribution is a mixt...

2014
Manuel Franco Narayanaswamy Balakrishnan Debasis Kundu

Weibull mixtures have been used extensively in reliability and survival analysis, and they have also been generalized by allowing negative mixing weights, which arise naturally under the formation of some structures of reliability systems. These models provide exible distributions for modelling dependent lifetimes from heterogeneous populations. In this paper, we study conditions on the mixing ...

2011
CRISTIANE RODRIGUES GAUSS M. CORDEIRO CLARICE G. B. DEMÉTRIO EDWIN M. M. ORTEGA

We propose the Weibull negative binomial distribution that is a quite flexible model to analyze positive data, and includes as special submodels the Weibull, Weibull Poisson and Weibull geometric distributions. Some of its structural properties follow from the fact that its density function can be expressed as a mixture of Weibull densities. We provide explicit expressions for moments, generati...

Journal: :Pakistan Journal of Statistics and Operation Research 2016

2007
C. D. Lai Michael B. C. Khoo K. Muralidharan M. Xie

A generalized Weibull model that allows instantaneous or early failures is modified so that the model can be expressed as a mixture of the uniform distribution and the Weibull distribution. Properties of the resulting distribution are derived; in particular, the probability density function, survival function, and the hazard rate function are obtained. Some selected plots of these functions are...

2012
Abdelfattah Mustafa Salman Bin Abdul Aziz

In this article, the failure rates of the system's components are functions of time t. We study two cases (i) the mixture of two stages of life time distribution with Weibull failure rates, (ii) the mixture of two stages failure rates with Weibull distribution. The reliability equivalence factors of some systems with identical components are obtained. Two different methods are used to improve t...

اخلاقی, علی اصغر, حسینی, مصطفی, شمسی پور, منصور, محمودی, محمود, نجفی, ایرج,

Background & Objectives: Peritoneal dialysis is one of the most common types of dialysis in patients with renal failure. However multivariate analysis such as log- rank test and Cox have usually used to evaluate association of risk factors in survival of this group of patients, the aim of this study was to perform of Weibull, Gamma, Lognormal and Logistic Mixture cure models in survival an...

Journal: :Cancer research 1987
S Oguma Y Yoshida H Uchino T Maekawa

The cumulative leukemia-free survival rate of refractory anemia with excess of blasts was fitted to three parametric failure time models, i.e., the usual exponential and Weibull, and exponential mixture models. Among the three, the best fit model was the exponential mixture model, which was 119 times more likely to assume that samples came from the exponential mixture distribution than to assum...

2002
Chuangmin Liu Lianjun Zhang Craig J. Davis Dale S. Solomon Jeffrey H. Gove

A finite mixture model is used to describe the diameter distributions of mixed-species forest stands. A three-parameter Weibull function is assumed as the component probability density function in the finite mixture model. Four example plots, each with two species, are selected to demonstrate model fitting and comparison. It appears that the finite mixture model is flexible enough to fit irregu...

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