Statistics based on Dirichlet processes and related topics

• Material Type: 図書
• ISBN: 9789811569746; 9789811569753 (electronic bk.); 9811569754 (electronic bk.)
• ISBN (error code): 9811569746
• ISSN (series): 2364-0057
• Title: Statistics based on Dirichlet processes and related topics
• Author/Editor: Hajime Yamato
• Series Title: SpringerBriefs in Statistics ; JSS Research Series in Statistics
• Title Heading: SpringerBriefs in statistics. JSS research series in statistics
• Author Heading: 大和, 元, 1941- ヤマト, ハジメ, 1941- ( 00094446 )Authorities
• Publication, Distribution, etc.: Singapore : Springer (出版)
• Publication Date: [2020]
• Publication Date (W3CDTF): 2020
• Extent: viii, 74 pages
• Size: 24 cm
• Place of Publication (Country Code): SG
• Text Language Code: eng
• Content Type: text
• Media Type: unmediated
• Carrier Type: volume
• Subject Heading: Nonparametric statistics; Dirichlet problem; Probability & statistics; Applied mathematics; Mathematics--Probability & Statistics--General; Mathematics--Applied
• LCC: QA278.8
• DDC: 519.5/4
• NDLC: MA211
• Target Audience: 一般
• Note (Bibliography): Includes bibliographical references and index
• Collection (particular): 日本関係外国語図書
• Holding library: 国立国会図書館
• Call No.: MA211-D15
• Related Material (DOI): 10.1007/978-981-15-6975-3
• Data Provider (Database): 国立国会図書館 : 国立国会図書館蔵書; https://ndlsearch.ndl.go.jp
• Bibliographic ID (NDL): 030635835; http://id.ndl.go.jp/bib/030635835
• Cataloging Rule: RDA
• Bibliographic Record Category (NDL): 211

• Contents: IntroPrefaceContents...
• Summary, etc.: This book focuses on the properties associated with the Dirichlet process, describing its use a priori for nonparametric inference and the Bayes estim...