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Contributions on Theory of Mathematical Statistics by Kei Takeuchi is a nonfiction available to read on EtoBox.

What is Contributions on Theory of Mathematical Statistics about?

"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

Who reads Contributions on Theory of Mathematical Statistics?

Author

Kei Takeuchi

Publisher

Springer Japan : Imprint: Springer

Published

2020

Language

EN

ISBN

9784431552390

Category

nonfiction

Subjects

Science, Mathematics, Business