<電子ブック>
Elliptically Contoured Models in Statistics and Portfolio Theory / by Arjun K. Gupta, Tamas Varga, Taras Bodnar
版 | 2nd ed. 2013. |
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出版者 | (New York, NY : Springer New York : Imprint: Springer) |
出版年 | 2013 |
本文言語 | 英語 |
大きさ | XX, 321 p. 7 illus : online resource |
著者標目 | *Gupta, Arjun K author Varga, Tamas author Bodnar, Taras author SpringerLink (Online service) |
件 名 | LCSH:Statistics FREE:Statistical Theory and Methods FREE:Statistics in Business, Management, Economics, Finance, Insurance |
一般注記 | Preliminaries -- Basic Properties -- Probability Density Function and Expected Values -- Mixtures of Normal Distributions -- Quadratic Forms and other Functions of Elliptically Contoured Matrices -- Characterization Results -- Estimation -- Hypothesis Testing -- Linear Models -- Skew Elliptically Contoured Distributions -- Application in Portfolio Theory -- Author Index -- Subject Index Elliptically Contoured Models in Statistics and Portfolio Theory fully revises the first detailed introduction to the theory of matrix variate elliptically contoured distributions. There are two additional chapters, and all the original chapters of this classic text have been updated. Resources in this book will be valuable for researchers, practitioners, and graduate students in statistics and related fields of finance and engineering. Those interested in multivariate statistical analysis and its application to portfolio theory will find this text immediately useful. In multivariate statistical analysis, elliptical distributions have recently provided an alternative to the normal model. Elliptical distributions have also increased their popularity in finance because of the ability to model heavy tails usually observed in real data. Most of the work, however, is spread out in journals throughout the world and is not easily accessible to the investigators. A noteworthy function of this book is the collection of the most important results on the theory of matrix variate elliptically contoured distributions that were previously only available in the journal-based literature. The content is organized in a unified manner that can serve an a valuable introduction to the subject HTTP:URL=https://doi.org/10.1007/978-1-4614-8154-6 |
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電子ブック | 配架場所 | 資料種別 | 巻 次 | 請求記号 | 状 態 | 予約 | コメント | ISBN | 刷 年 | 利用注記 | 指定図書 | 登録番号 |
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電子ブック | オンライン | 電子ブック |
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Springer eBooks | 9781461481546 |
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EB00238020 |
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※2017年9月4日以降