Constructing models for spherical and elliptical densities

Author:

Liebscher Eckhard1

Affiliation:

1. Department of Engineering and Natural Sciences, University of Applied Sciences Merseburg , Eberhard-Leibnitz-Str. 2 , 06217 Merseburg , Germany

Abstract

Abstract The article provides construction algorithms for consistent model classes of continuous spherical and elliptical distributions. The algorithms are based on characterization theorems for consistent families of generator functions. This characterization uses the term of complete monotonicity. The algorithms are applied to several examples of generators leading to consistent families of generators with explicit formulas for marginal densities of arbitrary dimension.

Publisher

Walter de Gruyter GmbH

Subject

Applied Mathematics,Modeling and Simulation,Statistics and Probability

Reference18 articles.

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2. Anderson, T. (1993). Nonnormal multivariate distributions: Inference based on elliptically contoured distributions. In: C. Rao (Ed.), Multivariate Analysis: Future Directions (Vol. 5, pp. 1–24). Amsterdam: North-Holland, North-Holland Ser. Stat. Probab.

3. Cambanis, S., Huang, S., & Simons, G. (1981). On the theory of elliptically contoured distributions. Journal of Multivariate Analysis, 11, 368–385.

4. Dubey, S. D. (1970). Compound gamma, beta and f distributions. Metrika, 16, 27–31.

5. Fang, K.-T., Kotz, S., & Ng, K. (1987). Symmetric multivariate and related distributions. London: Chapman & Hall.

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