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- 000 02297nam a2200361 a 4500
- 008 101217s2011 njua b 001 0 eng
- 020 __ |a 9780470688199 (hardback)
- 040 __ |a DLC |b eng |c DLC |e rda
- 050 00 |a QA276.7 |b .N53 2011
- 099 __ |a CAL 022011295599
- 245 10 |a Dirichlet and related distributions : |b theory, methods and applications / |c Kai Wang Ng, Guo-Liang Tian, Man-Lai Tang.
- 260 __ |a Hoboken, N.J. : |b Wiley, |c 2011.
- 300 __ |a xxvi, 310 p. : |b ill. ; |c 24 cm.
- 490 0_ |a Wiley series in probability and statistics
- 504 __ |a Includes bibliographical references (p. 289-302) and indexes.
- 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.
- 700 1_ |a Tian, Guo-Liang, |e author.
- 700 1_ |a Tang, Man-Lai, |e author.
- 950 __ |a SCNU |f O211.3/N576
- 999 __ |t C |A zxq |a 20111202 11:07:12 |M zxq |m 20111202 11:09:28 |G zxq |g 20111202 11:09:42
- 907 __ |a SCNU |f O211.3/N576