Euclidean design theory / Masanori Sawa, Masatake Hirao and Sanpei Kageyama.

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Euclidean design theory / Masanori Sawa, Masatake Hirao and Sanpei Kageyama.

9789811380754 (electronic book)
9811380759 (electronic book)
9789811380747

Singapore : Springer, [2019]

©2019

English

1 online resource.

10.1007/978-981-13-8

QA276 .S29 2019eb

519.5

This book is the modern first treatment of experimental designs, providing a comprehensive introduction to the interrelationship between the theory of optimal designs and the theory of cubature formulas in numerical analysis. It also offers original new ideas for constructing optimal designs. The book opens with some basics on reproducing kernels, and builds up to more advanced topics, including bounds for the number of cubature formula points, equivalence theorems for statistical optimalities, and the Sobolev Theorem for the cubature formula. It concludes with a functional analytic generalization of the above classical results. Although it is intended for readers who are interested in recent advances in the construction theory of optimal experimental designs, the book is also useful for researchers seeking rich interactions between optimal experimental designs and various mathematical subjects such as spherical designs in combinatorics and cubature formulas in numerical analysis, both closely related to embeddings of classical finite-dimensional Banach spaces in functional analysis and Hilbert identities in elementary number theory. Moreover, it provides a novel communication platform for "design theorists" in a wide variety of research fields.

Includes bibliographical references and index.

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SpringerBriefs in statistics. JSS research series in statistics.

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