Hajime Yamato

(Author)

Statistics Based on Dirichlet Processes and Related Topics (2020)Paperback - 2020, 18 July 2020

Statistics Based on Dirichlet Processes and Related Topics (2020)
Qty
1
Turbo
Ships in 2 - 3 days
In Stock
Free Delivery
Cash on Delivery
15 Days
Free Returns
Secure Checkout
Buy More, Save More
Turbo Shipping
Part of Series
Springerbriefs in Statistics
Part of Series
Jss Research Statistics
Print Length
74 pages
Language
English
Publisher
Springer
Date Published
18 Jul 2020
ISBN-10
9811569746
ISBN-13
9789811569746

Description

This book focuses on the properties associated with the Dirichlet process, describing its use a priori for nonparametric inference and the Bayes estimate to obtain limits for the estimable parameter. It presents the limits and the well-known U- and V-statistics as a convex combination of U-statistics, and by investigating this convex combination, it demonstrates these three statistics. Next, the book notes that the Dirichlet process gives the discrete distribution with probability one, even if the parameter of the process is continuous. Therefore, there are duplications among the sample from the distribution, which are discussed. Because sampling from the Dirichlet process is described sequentially, it can be described equivalently by the Chinese restaurant process. Using this process, the Donnelly-Tavaré-Griffiths formulas I and II are obtained, both of which give the Ewens' sampling formula. The book then shows the convergence and approximation of the distribution for its number of distinct components. Lastly, it explains the interesting properties of the Griffiths-Engen-McCloskey distribution, which is related to the Dirichlet process and the Ewens' sampling formula.

Product Details

Author:
Hajime Yamato
Book Edition:
2020
Book Format:
Paperback
Country of Origin:
NL
Date Published:
18 July 2020
Dimensions:
23.39 x 15.6 x 0.43 cm
ISBN-10:
9811569746
ISBN-13:
9789811569746
Language:
English
Location:
Singapore
Pages:
74
Publisher:
Weight:
131.54 gm

Related Categories


Need Help?
+971 6 731 0280
support@gzb.ae

About UsContact UsPayment MethodsFAQsShipping PolicyRefund and ReturnTerms of UsePrivacy PolicyCookie Notice

VisaMastercardCash on Delivery

© 2024 White Lion General Trading LLC. All rights reserved.