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Expository Moments for Pseudo Distributions

BookHardcover
EUR150,00

Product description

This book provides expository derivations for moments of a family of pseudo distributions, which is an extended family of distributions including the pseudo normal (PN) distributions recently proposed by the author. The PN includes the skew normal (SN) derived by A. Azzalini and the closed skew normal (CSN) obtained by A. Domínguez-Molina, G. González-Farías, and A. K. Gupta as special cases. It is known that the CSN includes the SN and other various distributions as special cases, which shows that the PN has a wider variety of distributions. The SN and CSN have symmetric and skewed asymmetric distributions. However, symmetric distributions are restricted to normal ones. On the other hand, symmetric distributions in the PN can be non-normal as well as normal. In this book, for the non-normal symmetric distributions, the term "kurtic normal (KN)" is used, where the coined word "kurtic" indicates "mesokurtic, leptokurtic, or platykurtic" used in statistics. The variety of the PN was made possible using stripe (tigerish) and sectional truncation in univariate and multivariate distributions, respectively. The proofs of the moments and associated results are not omitted and are often given in more than one method with their didactic explanations.

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Details

ISBN/GTIN978-981-19-3524-4
Product TypeBook
BindingHardcover
PublisherSpringer
Publication townSingapore
Publication countrySingapore
Publishing date02/01/2023
Edition1st ed. 2022
Pages343 pages
LanguageEnglish
Illustrations7 farbige Abbildungen, 16 s/w Abbildungen
Article no.16450086
CatalogsVLB
Data source no.1a8d02e6b7004cae999c3717f5bd40bf
Product groupBU627
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Author

Haruhiko Ogasawara is Professor Emeritus, Otaru University of Commerce.

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