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On the Inverted Dirichlet Distribution

Communications in Statistics - Theory and Methods, 2009
In this work, we give a representation of the mean expected value of many functionals of inverted Dirichlet distributions in terms of the mean of independent gamma random variables. Some remarkable properties are developed and illustrated. The Gibbs version of the inverted Dirichlet distribution with a selection parameter is considered.
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Topic Modeling Using Latent Dirichlet allocation

ACM Computing Surveys, 2022
Apurva Shah
exaly  

Computational Aspects of Dirichlet Distribution

1992
In contrast to the vast amount of theoretical work on the Dirichlet distribution there is very little work done on the practical aspects of the distribution like parameter estimation, computer simulation, and testing small sample properties. The thesis of this paper is to investigate such aspects of the distribution which have been neglected so far.
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GC-systems and Dirichlet Distributions

1993
In this chapter a well known class of inductive methods, i.e., GC-systems,and a family of probability distributions widely used in BS, i.e., Dirichlet distributions,will be considered.
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Dirichlet and Related Distributions

2011
Kai Wang Ng   +2 more
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Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey

Multimedia Tools and Applications, 2018
Hamed Jelodar, Yongli Wang
exaly  

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