On multidimensional Mandelbrot cascades

被引:32
作者
Buraczewski, Dariusz [1 ]
Damek, Ewa [1 ]
Guivarc'h, Yves [2 ]
Mentemeier, Sebastian [1 ]
机构
[1] Uniwersytet Wroclawski, Inst Matemat, PL-50384 Wroclaw, Poland
[2] Univ Rennes, IRMAR, F-35042 Rennes, France
关键词
asymptotic behaviour; fixed points; products of random matrices; renewal theorem; Mandelbrot's cascade; RANDOM DIFFERENCE-EQUATIONS; FIXED-POINTS; RENEWAL THEORY; SMOOTHING TRANSFORM; PRODUCTS; THEOREMS;
D O I
10.1080/10236198.2014.950259
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Let Z be a random variable with values in a proper closed convex cone [GRAPHICS] , A a random endomorphism of C and N a random integer. We assume that Z, A, N are independent. Given N independent copies [GRAPHICS] of T be the corresponding transformation on the set of probability measures on C, i.e. T maps the law of Z to the law of <inline-graphic xlink:href="gdea_a_950259_ilm0006.gif" has dominant eigenvalue 1, we study existence and properties of fixed points of T having finite non-zero expectation. Existing one-dimensional results concerning T are extended to higher dimensions. In particular we give conditions under which such fixed points of T have multidimensional regular variation in the sense of extreme value theory and we determine the index of regular variation.
引用
收藏
页码:1523 / 1567
页数:45
相关论文
共 52 条
[1]   Fixed points of the smoothing transform: two-sided solutions [J].
Alsmeyer, Gerold ;
Meiners, Matthias .
PROBABILITY THEORY AND RELATED FIELDS, 2013, 155 (1-2) :165-199
[2]   THE FUNCTIONAL EQUATION OF THE SMOOTHING TRANSFORM [J].
Alsmeyer, Gerold ;
Biggins, J. D. ;
Meiners, Matthias .
ANNALS OF PROBABILITY, 2012, 40 (05) :2069-2105
[3]   Tail behaviour of stationary solutions of random difference equations: the case of regular matrices [J].
Alsmeyer, Gerold ;
Mentemeier, Sebastian .
JOURNAL OF DIFFERENCE EQUATIONS AND APPLICATIONS, 2012, 18 (08) :1305-1332
[4]   Regularly varying multivariate time series [J].
Basrak, Bojan ;
Segers, Johan .
STOCHASTIC PROCESSES AND THEIR APPLICATIONS, 2009, 119 (04) :1055-1080
[5]   Multi-dimensional smoothing transformations: Existence, regularity and stability of fixed points [J].
Bassetti, Federico ;
Matthes, Daniel .
STOCHASTIC PROCESSES AND THEIR APPLICATIONS, 2014, 124 (01) :154-198
[6]   SELF-SIMILAR SOLUTIONS IN ONE-DIMENSIONAL KINETIC MODELS: A PROBABILISTIC VIEW [J].
Bassetti, Federico ;
Ladelli, Lucia .
ANNALS OF APPLIED PROBABILITY, 2012, 22 (05) :1928-1961
[7]  
BENNASR F, 1987, CR ACAD SCI I-MATH, V304, P255
[8]   Fixed points of the smoothing transform: the boundary case [J].
Biggins, JD ;
Kyprianou, AE .
ELECTRONIC JOURNAL OF PROBABILITY, 2005, 10 :609-631
[9]   Measure change in multitype branching [J].
Biggins, JD ;
Kyprianou, AE .
ADVANCES IN APPLIED PROBABILITY, 2004, 36 (02) :544-581
[10]   MARTINGALE CONVERGENCE IN BRANCHING RANDOM-WALK [J].
BIGGINS, JD .
JOURNAL OF APPLIED PROBABILITY, 1977, 14 (01) :25-37