Dirichlet and Related Distributions Theory, Methods and Applications

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1. Verfasser: Ng, Kai Wang (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Hoboken, N.J. Wiley [2011], ©2011
Schriftenreihe:Wiley Series in Probability and Statistics
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Datensatz im Suchindex

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author Ng, Kai Wang
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dewey-ones 519 - Probabilities and applied mathematics
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series2 Wiley Series in Probability and Statistics
spelling Ng, Kai Wang Verfasser aut
Dirichlet and Related Distributions Theory, Methods and Applications Kai Wang Ng, Guo-Liang Tian, Man-Lai Tang
Hoboken, N.J. Wiley [2011], ©2011
1 Online-Ressource (xxvi, 310 pages)
txt rdacontent
c rdamedia
cr rdacarrier
Wiley Series in Probability and Statistics
"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"--
"This book provides a comprehensive review on the Dirichlet distribution including its basic properties, marginal and conditional distributions, cumulative distribution and survival functions"--
Includes bibliographical references and index
Dirichlet problem
Distribution (Probability theory)
MATHEMATICS / Probability & Statistics / General
MATHEMATICS / Probability & Statistics / General bisacsh
Dirichlet problem fast
Distribution (Probability theory) fast
Wahrscheinlichkeitsverteilung (DE-588)4121894-2 gnd rswk-swf
Dirichlet-Problem (DE-588)4129762-3 gnd rswk-swf
Wahrscheinlichkeitsverteilung (DE-588)4121894-2 s
Dirichlet-Problem (DE-588)4129762-3 s
1\p DE-604
Tian, Guo-Liang Sonstige oth
Tang, Man-Lai Sonstige oth
Erscheint auch als Druckausgabe 0-470-68819-X
Erscheint auch als Druckausgabe 978-0-470-68819-9
https://onlinelibrary.wiley.com/doi/book/10.1002/9781119995784 Verlag URL des Erstveröffentlichers Volltext
1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk
spellingShingle Ng, Kai Wang
Dirichlet and Related Distributions Theory, Methods and Applications
Dirichlet problem
Distribution (Probability theory)
MATHEMATICS / Probability & Statistics / General
MATHEMATICS / Probability & Statistics / General bisacsh
Dirichlet problem fast
Distribution (Probability theory) fast
Wahrscheinlichkeitsverteilung (DE-588)4121894-2 gnd
Dirichlet-Problem (DE-588)4129762-3 gnd
subject_GND (DE-588)4121894-2
(DE-588)4129762-3
title Dirichlet and Related Distributions Theory, Methods and Applications
title_auth Dirichlet and Related Distributions Theory, Methods and Applications
title_exact_search Dirichlet and Related Distributions Theory, Methods and Applications
title_full Dirichlet and Related Distributions Theory, Methods and Applications Kai Wang Ng, Guo-Liang Tian, Man-Lai Tang
title_fullStr Dirichlet and Related Distributions Theory, Methods and Applications Kai Wang Ng, Guo-Liang Tian, Man-Lai Tang
title_full_unstemmed Dirichlet and Related Distributions Theory, Methods and Applications Kai Wang Ng, Guo-Liang Tian, Man-Lai Tang
title_short Dirichlet and Related Distributions
title_sort dirichlet and related distributions theory methods and applications
title_sub Theory, Methods and Applications
topic Dirichlet problem
Distribution (Probability theory)
MATHEMATICS / Probability & Statistics / General
MATHEMATICS / Probability & Statistics / General bisacsh
Dirichlet problem fast
Distribution (Probability theory) fast
Wahrscheinlichkeitsverteilung (DE-588)4121894-2 gnd
Dirichlet-Problem (DE-588)4129762-3 gnd
topic_facet Dirichlet problem
Distribution (Probability theory)
MATHEMATICS / Probability & Statistics / General
Wahrscheinlichkeitsverteilung
Dirichlet-Problem
url https://onlinelibrary.wiley.com/doi/book/10.1002/9781119995784
work_keys_str_mv AT ngkaiwang dirichletandrelateddistributionstheorymethodsandapplications
AT tianguoliang dirichletandrelateddistributionstheorymethodsandapplications
AT tangmanlai dirichletandrelateddistributionstheorymethodsandapplications