Characterization of multivariate stable processes

被引:6
|
作者
Louati, Mahdi [1 ]
Masmoudi, Afif [2 ]
Mselmi, Farouk [2 ]
机构
[1] Sfax Natl Sch Elect & Telecommun, BP 1163,CP 3018, Sfax, Tunisia
[2] Sfax Fac Sci, Lab Probabil & Stat, BP 1171,CP 3000, Sfax, Tunisia
关键词
cumulant function; infinitely divisible processes; Laplace distribution; Levy processes; stable distribution; DISTRIBUTIONS; MODELS;
D O I
10.1007/s10986-017-9343-6
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This paper deals with a characterization of a multivariate stable process using an independence property with a positive random variable. Moreover, we establish a characterization of a multivariate Levy process based on the notion of cut in a natural exponential family. This allows us to draw some related properties. More precisely, we give the probability density function of this process and the law of the mixture of the Levy process governed by the convolution semigroup with respect to an exponential random variable. These results are confidentially connected with the univariate case given by [G. Letac and V. Seshadri, Exponential stopping and drifted stable processes, Stat. Probab. Lett., 72: 137-143, 2005].
引用
收藏
页码:59 / 68
页数:10
相关论文
共 50 条
  • [31] ON MULTIVARIATE EXTREMAL PROCESSES
    GNEDIN, AV
    [J]. JOURNAL OF MULTIVARIATE ANALYSIS, 1993, 46 (02) : 207 - 213
  • [32] MULTIVARIATE SUPOU PROCESSES
    Barndorff-Nielsen, Ole Eiler
    Stelzer, Robert
    [J]. ANNALS OF APPLIED PROBABILITY, 2011, 21 (01): : 140 - 182
  • [33] MULTIVARIATE ECOGARCH PROCESSES
    Haug, Stephan
    Stelzer, Robert
    [J]. ECONOMETRIC THEORY, 2011, 27 (02) : 344 - 371
  • [34] Multivariate elliptic processes
    Bingham, N. H.
    Fry, John M.
    Kiesel, Ruediger
    [J]. STATISTICA NEERLANDICA, 2010, 64 (03) : 352 - 366
  • [35] Characterization of periodically correlated and multivariate stationary discrete time wide Markov processes
    Castro, Glaysar
    Girardin, Valerie
    [J]. STATISTICS & PROBABILITY LETTERS, 2008, 78 (02) : 158 - 164
  • [36] Robustly stable multivariate polynomials
    Martin Scheicher
    [J]. Multidimensional Systems and Signal Processing, 2013, 24 : 23 - 50
  • [37] On Schur stable multivariate polynomials
    Torres-Munoz, J. A.
    Rodriguez-Angeles, E.
    Kharitonov, V. L.
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2006, 53 (05) : 1166 - 1173
  • [38] Optimally stable multivariate bases
    Lyche, T
    Peña, JM
    [J]. ADVANCES IN COMPUTATIONAL MATHEMATICS, 2004, 20 (1-3) : 149 - 159
  • [39] Robustly stable multivariate polynomials
    Scheicher, Martin
    [J]. MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING, 2013, 24 (01) : 23 - 50
  • [40] Optimally Stable Multivariate Bases
    T. Lyche
    J.M. Peña
    [J]. Advances in Computational Mathematics, 2004, 20 : 149 - 159