Dirichlet and Related Distributions Theory, Methods and Applications /
"This book provides a comprehensive review on the Dirichlet distribution including its basic properties, marginal and conditional distributions, cumulative distribution and survival functions. The authors provide insight into new materials such as survival function, characteristic functions fo...
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| Authors / Creators: | , , |
|---|---|
| Other Authors / Creators: | Tian, Guo-Liang, author. Tang, Man-Lai, author. |
| Format: | Electronic eBook |
| Language: | English |
| Imprint: | Hoboken, N.J. : Wiley, [2011], ©2011. |
| Series: | Wiley series in probability and statistics
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| Subjects: | |
| Online Access: | Available in ProQuest Ebook Central - Academic Complete. |
| LEADER | 02695cam a22003733i 4500 | ||
|---|---|---|---|
| 001 | ebs900426e | ||
| 003 | EBZ | ||
| 006 | m o d |||||| | ||
| 007 | cr|unu|||||||| | ||
| 008 | 101217t20112011nju ob 001 0 eng | ||
| 020 | |z 9780470688199 | ||
| 020 | |a 9781119995784 (online) | ||
| 020 | |a 9781119995869 (online) | ||
| 020 | |a 9781119998419 (online) | ||
| 020 | |a 9781283405607 (online) | ||
| 035 | |a (EBZ)ebs900426e | ||
| 040 | |a DLC |b eng |d EBZ | ||
| 042 | |a pcc | ||
| 050 | 0 | 0 | |a QA276.7 |b .N53 2011 |
| 100 | 1 | |a Ng, Kai Wang, |e author. | |
| 245 | 1 | 0 | |a Dirichlet and Related Distributions |h [electronic resource] : |b Theory, Methods and Applications / |c Kai Wang Ng, Guo-Liang Tian, Man-Lai Tang. |
| 246 | 2 | |a Dirichlet and Related Distributions: Theory, Methods and Applications | |
| 260 | |a Hoboken, N.J. : |b Wiley, |c [2011], ©2011. | ||
| 490 | 0 | |a Wiley series in probability and statistics | |
| 504 | |a Includes bibliographical references (pages 289-302) and index. | ||
| 520 | |a "This book provides a comprehensive review on the Dirichlet distribution including its basic properties, marginal and conditional distributions, cumulative distribution and survival functions. The authors provide insight into new materials such as survival function, characteristic functions for two uniform distributions over the hyper-plane and simplex distribution for linear function of Dirichlet components estimation via the expectation-maximization gradient algorithm and application. Two new families of distributions (GDD and NDD) are explored, with emphasis on applications in incomplete categorical data and survey data with non-response. Theoretical results on inverted Dirichlet distribution and its applications are featured along with new results that deal with truncated Dirichlet distribution, Dirichlet process and smoothed Dirichlet distribution. The final chapters look at results gathered for Dirichlet-multinomial distribution, Generalized Dirichlet distribution, Liouville distribution, generalized Liouville distribution and matrix-variate Dirichlet distribution"-- |c Provided by publisher. | ||
| 650 | 0 | |a Distribution (Probability theory) | |
| 650 | 0 | |a Dirichlet problem. | |
| 650 | 7 | |a MATHEMATICS / Probability & Statistics / General |2 bisacsh. | |
| 700 | 1 | |a Tian, Guo-Liang, |e author. | |
| 700 | 1 | |a Tang, Man-Lai, |e author. | |
| 773 | 0 | |t ProQuest Ebook Central - Academic Complete |d ProQuest Info & Learning Co | |
| 776 | 1 | |t Dirichlet and Related Distributions |w (DLC)2010053428 | |
| 856 | 4 | 0 | |3 Full text available |z Available in ProQuest Ebook Central - Academic Complete. |u https://ezproxy.wellesley.edu/login?url=https://ebookcentral.proquest.com/lib/well/detail.action?docID=699360 |