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Non-Asymptotic Analysis of Approximations for Multivariate Statistics
Engelsk Paperback
Non-Asymptotic Analysis of Approximations for Multivariate Statistics
Engelsk Paperback

573 kr
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Om denne bog

This book presents recent non-asymptotic results for approximations in multivariate statistical analysis. The book is unique in its focus on results with the correct error structure for all the parameters involved. Firstly, it discusses the computable error bounds on correlation coefficients, MANOVA tests and discriminant functions studied in recent papers. It then introduces new areas of research in high-dimensional approximations for bootstrap procedures, Cornish-Fisher expansions, power-divergence statistics and approximations of statistics based on observations with random sample size. Lastly, it proposes a general approach for the construction of non-asymptotic bounds, providing relevant examples for several complicated statistics. It is a valuable resource for researchers with a basic understanding of multivariate statistics.

 

Product detaljer
Sprog:
Engelsk
Sider:
130
ISBN-13:
9789811326158
Indbinding:
Paperback
Udgave:
ISBN-10:
9811326150
Udg. Dato:
28 jun 2020
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer Verlag, Singapore
Oplagsdato:
28 jun 2020
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