كتاب
Tools for statistical inference: observed data and data augmentation methods
| العنوان: | Tools for statistical inference: observed data and data augmentation methods |
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| المؤلفون: | Tanner, Martin Abba, 1957- |
| بيانات النشر: | New York : Springer-Verlag, c1991. |
| سنة النشر: | 1991 |
| وصف مادي: | 110 p. : ill. ; 24 cm. |
| سلاسل: | Lecture notes in statistics Lecture notes in statistics (Springer-Verlag) |
| مصطلحات موضوعية: | Mathematical statistics., Probabilities., Statistics. |
| الوصف: | 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# |
| ملاحظة حول المحتويات: | Contents: Preface -- Introduction -- Observed Data Techniques-Normal Approximation -- Observed Data Techniques -- The EM Algorithm -- Data Augmentation -- The Gibbs Sampler -- Index. |
| Original Identifier: | ocm23600886 QA276 .T36 1991 |
| نوع الوثيقة: | Book |
| اللغة: | English |
| ردمك: | 978-0-387-97525-2 978-3-540-97525-0 0-387-97525-X 3-540-97525-X |
| حقوق: | This record is part of the Harvard Library Bibliographic Dataset, which is provided by the Harvard Library under its Bibliographic Dataset Use Terms and includes data made available by, among others, OCLC Online Computer Library Center, Inc. and the Library of Congress. |
| ملاحظات: | Includes bibliographical references and index. |
| رقم الأكسشن: | edshlc.002153147.1 |
| قاعدة البيانات: | Harvard Library Bibliographic Dataset |
Full Text Finder | ردمك: | 9780387975252 9783540975250 038797525X 354097525X |
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