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Tools for Statistical Inference
Martin A. Tanner
其他書名
Observed Data and Data Augmentation Methods
出版Springer Science & Business Media, 2012-12-06
主題Medical / BiostatisticsMathematics / Probability & Statistics / GeneralMedical / General
ISBN14684051019781468405101
URLhttp://books.google.com.hk/books?id=uoDgBwAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋From the reviews: The purpose of the book under review is to give a survey of methods for the Bayesian or likelihood-based analysis of data. The author distinguishes between two types of methods: the observed data methods and the data augmentation ones. The observed data methods are applied directly to the likelihood or posterior density of the observed data. The data augmentation methods make use of the special "missing" data structure of the problem. They rely on an augmentation of the data which simplifies the likelihood or posterior density. #Zentralblatt für Mathematik#