000			00220 a2200085 4500
999			_c86781 _d86780
005			20180420144424.0
008			180112b ||||| |||| 00| 0 eng d
020			_a9781119995784
100			_aNg, Kai Wang _916282
245			_aDirichlet and Related Distributions _b Theory, Methods and Applications
260			_bWiley _c2011
500			_aThe Dirichlet distribution appears in many areas of application, which include modelling of compositional data, Bayesian analysis, statistical genetics, and nonparametric inference. This book provides a comprehensive review of the Dirichlet distribution and two extended versions, the Grouped Dirichlet Distribution (GDD) and the Nested Dirichlet Distribution (NDD), arising from likelihood and Bayesian analysis of incomplete categorical data and survey data with non-response. The theoretical properties and applications are also reviewed in detail for other related distributions, such as the inverted Dirichlet distribution, Dirichlet-multinomial distribution, the truncated Dirichlet distribution, the generalized Dirichlet distribution, Hyper-Dirichlet distribution, scaled Dirichlet distribution, mixed Dirichlet distribution, Liouville distribution, and the generalized Liouville distribution.
653			_a Distribution (Probability theory)
653			_aDirichlet problem
700			_a Tian, Guo-Liang _916281
700			_a Tang, Man-Lai
856			_uhttp://onlinelibrary.wiley.com/book/10.1002/9781119995784
942			_cEB