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Contributions on Theory of Mathematical Statistics

Authors: Takeuchi, Kei

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  • Presents systematically the author’s contributions to various problems of mathematical statistics
  • Provides an English translation by the author of some known results originally published in Japanese
  • Deals in a systematic and comprehensive manner with problems that hitherto were not well articulated
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  • ISBN 978-4-431-55239-0
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  • Due: 21 de Janeiro de 2020
  • ISBN 978-4-431-55238-3
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About this book

This volume is a reorganized edition of Kei Takeuchi’s works on various problems in mathematical statistics based on papers and monographs written since the 1960s on several topics in mathematical statistics and published in various journals in English and in Japanese. They are organized into seven parts, each of which is concerned with specific topics and edited to make a consistent thesis. Sometimes expository chapters have been added. The topics included are as follows: theory of statistical prediction from a non-Bayesian viewpoint and analogous to the classical theory of statistical inference; theory of robust estimation, concepts, and procedures, and its implications for practical applications; theory of location and scale covariant/invariant estimations with derivation of explicit forms in various cases; theory of selection and testing of parametric models and a comprehensive approach including the derivation of the Akaike’s Information Criterion (AIC); theory of randomized designs, comparisons of random and conditional approaches, and of randomized and non-randomized designs, with random sampling from finite populations considered as a special case of randomized designs and with some separate independent papers included. Theory of asymptotically optimal and higher-order optimal estimators are not included, since most of them already have been published in the Joint Collected Papers of M. Akahira and K. Takeuchi. There are some topics that are not necessarily new, do not seem to have attracted many theoretical statisticians, and do not appear to have been systematically dealt with in textbooks or expository monographs. One purpose of this volume is to give a comprehensive view of such problems as well.


About the authors

Professor Emeritus, The University of Tokyo

Table of contents (15 chapters)

Table of contents (15 chapters)

Buy this book

eBook $89.00
price for Brazil (gross)
  • ISBN 978-4-431-55239-0
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $119.99
price for Brazil
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week). Pre-ordered printed titles are excluded from promotions.
  • Due: 21 de Janeiro de 2020
  • ISBN 978-4-431-55238-3
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
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Bibliographic Information

Bibliographic Information
Book Title
Contributions on Theory of Mathematical Statistics
Authors
Copyright
2020
Publisher
Springer Japan
Copyright Holder
Springer Japan KK, part of Springer Nature
eBook ISBN
978-4-431-55239-0
DOI
10.1007/978-4-431-55239-0
Hardcover ISBN
978-4-431-55238-3
Edition Number
1
Number of Pages
XI, 435
Number of Illustrations
17 b/w illustrations
Topics

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