دانلود کتاب A Bayesian predictive approach to determining the number of components in a mixture distribution

Name: A Bayesian predictive approach to determining the number of components in a mixture distribution
Availability: InStock
Author: Dey D. K.

by Dey D. K., Kuo L., Sahu S. K.

عنوان فارسی: رویکرد بیزی اخباری به تعیین تعداد قطعات در توزیع مخلوط
سال: 1995
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 9-9
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 0.68 مگابایت

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جزییات کتاب

This paper describes a Bayesian approach to mixture modelling and a method based on predictive distribution to determine the number of components in the mixtures. The implementation is done through the use of the Gibbs sampler. The method is described through the mixtures of normal and gamma distributions. Analysis is presented in one simulated and one real data example. The Bayesian results are then compared with the likelihood approach for the two examples.

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