Some Improvements in Numerical Evaluation of Symmetric Stable Density and Its Derivatives |
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Authors: | Muneya Matsui Akimichi Takemura |
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Institution: | 1. Graduate School of Economics, University of Tokyo , Tokyo, Japan mmatsui@grad.e.u-tokyo.ac.jp;3. Graduate School of Information Science and Technology, University of Tokyo , Tokyo, Japan |
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Abstract: | A new multivariate inverse Polya distribution of order k, type I, is derived by means of a generalized urn scheme and by compounding the multivariate negative binomial distribution of order k, type I, of Philippou, Antzoulakos and Tripsiannis (1988) with the Dirichlet distribution. It is noted that this new distribution includes as special cases a new multivariate inverse hypergeometric distribution of order k and a new multivariate negative inverse one of the same order. The mean and variance-covariance of the multivariate inverse Polya distribution of order k, type I, are derived, and two known distributions of the same order are shown to be limiting cases of it. |
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Keywords: | Fisher information matrix Maximum likelihood estimator Stable distributions |
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