Abstract
In this paper we introduce the inverse Gaussian and Wishart distributions on the cone of real (n, n) symmetric positive definite matricesH +n (ℝ) and more generally on an irreducible symmetric coneC. Then we study the convergence of random continued fractions onH +n (ℝ) andC by means of real Lagrangians forH +n (ℝ) and by new algebraic identities on symmetric cones forC. Finally we get a characterization of the inverse Gaussian distribution onH +n (ℝ) andC.
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Barndorff-Nielsen, O., and Halgreen, C. (1977). Infinite divisibility of the hyperbolic and generalized inverse Gaussian distribution,Z. Wahrsch. Verw. Gebiete 38, 309–311.
Bernadac, E. (1992). Fractions continues sur les matrices symétriques réelles et la loi gaussienne inverse,C. R. Acad. Sci. Paris, t. 315, Série I, pp. 329–332.
Bernadac, E. (1993). Fractions continues aléatoires sur un cône symétrique,C. R. Acad. Sci. Paris, t. 316, Série I, pp. 859–864.
Bonnefoy-Casalis, M. (1990). Familles exponentielles naturelles invariantes par un groupe, Thèse, Université Paul Sabatier, Toulouse.
Chhikara, R. S., and Folks, J. L. (1989).The Inverse Gaussian Distribution, M. Dekker, New York.
Dunau, J. L., and Sénateur, H. (1988). A characterization of the type of the Cauchy-Hua measure on real symmetric matrices,J. Theoret. Probab. 1 (3), 263–270.
Faraut, J. (1988). Algèbres de Jordan et cônes symétriques, Notes d'un cours de l'Ecole d'Eté, CIMPA, Université de Poitiers.
Faraut, J., and Koranyi, A. (1994). Analysis on symmetric cones, Oxford University Press.
Faraut, J., and Travaglini, G. (1987). Bessel functions associated with representations of formally real Jordan algebras,J. Funct. Anal. 71, 123–141.
Good, I. J. (1953). The population frequencies of spaces and the estimation of population parameters,Biometrika 40, 237–264.
Hallin, M. (1984). Spectral factorization of non-stationary moving average processes,Ann. Statist. 12, 172–192.
Hallin, M. (1986). Non-stationaryq-dependent processes and time-varying moving-average models: invertibility properties and the forecasting problem,Adv. Appl. Prob. 18, 170–210.
Herz, C. S. (1955). Bessel functions of matrix argument,Ann. of Math. 61 (3), 474–523.
Jacobson, N. (1968). Structure and representations of Jordan algebras,Amer. Math. Soc., Providence, R.I.
Jorgensen, B. (1982). Statistical properties of the generalized inverse Gaussian distribution,Lectures Notes in Statistics, No. 9, Springer, New York.
Letac, G., and Seshadri, V. (1983). A characterization of the generalized inverse Gaussian distribution by continued fractions,Z. Wahrsch. Verw. Gebiete 62, 485–489.
Morlat, G. (1956). Les lois de probabilité de Halphen,Revue de Statist. Appl. 4 (3), 21–46.
Muirhead, R. J. (1982).Aspects of Multivariate Statistical Theory Wiley, New York.
Seshadri, V. Inverse Gaussian distribution, to appear.
Vallois, P. (1989). Sur le passage de certaines marches aléatoires planes au-dessus d'une hyperbole équilatère,Ann. Inst. Henri Poincaré 25(4), 443–456.
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Bernadac, E. Random continued fractions and inverse Gaussian distribution on a symmetric cone. J Theor Probab 8, 221–259 (1995). https://doi.org/10.1007/BF02212879
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DOI: https://doi.org/10.1007/BF02212879