|Authors:||Robin K. S. Hankin|
|Title:||A Generalization of the Dirichlet Distribution|
|Abstract:||This paper discusses a generalization of the Dirichlet distribution, the hyperdirichlet, in which various types of incomplete observations may be incorporated. It is conjugate to the multinomial distribution when some observations are censored or grouped. The hyperdirichlet R package is introduced and examples given. A number of statistical tests are performed on the example datasets, which are drawn from diverse disciplines including sports statistics, the sociology of climate change, and psephology.|
Page views:: 4320. Submitted: 2008-09-30. Published: 2010-02-23.
A Generalization of the Dirichlet Distribution
This work is licensed under the licenses
Paper: Creative Commons Attribution 3.0 Unported License
Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license.