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Bayesian Estimation of Weibull Rayleigh Distribution Under Balanced Loss Functions.

机译:均衡损失函数下渭尔瑞利分布的贝叶斯估计。

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摘要

In this paper, we have derived the expressions tor bayesian estimate of unknown parameter of the Weibull Rayleigh distribution. The results of the bayes estimates are utilized to obtained the estimates under different loss functions. MCMC techniques with in-built Gibbs sampling are used to obtain samples from the unknown parameter. 95% confidence intervals have also been derived for precisional purposes. Finally, a real life data has been used for simulation purposes. Monte Carlo Simulation has also been performed to find efficient estimation method and better estimates among the Loss function.
机译:在本文中,我们派生了Weibull Rayleigh分布未知参数的表达式塔贝斯估计。 贝叶斯估计的结果利用在不同损失函数下获得估计。 具有内置GIBBS采样的MCMC技术用于从未知参数获取样本。 为了精确目的,也得到了95%的置信区间。 最后,真实生活数据已被用于模拟目的。 也已经进行了蒙特卡罗模拟,以找到有效的估计方法和损失函数的更好估计。

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