Decomposition of stationary α-stable random fields

成果类型:
Article
署名作者:
Rosinski, J
署名单位:
University of Tennessee System; University of Tennessee Knoxville
刊物名称:
ANNALS OF PROBABILITY
ISSN/ISSBN:
0091-1798
DOI:
10.1214/aop/1019160508
发表日期:
2000
页码:
1797-1813
关键词:
摘要:
This work is concerned with the structural analysis of stationary alpha -stable random fields. Three distinct classes of such random fields are characterized and it is shown that every stationary alpha -stable random field can be uniquely decomposed into the sum of three independent components belonging to these classes. Various examples of stationary alpha -stable random fields are discussed in this context.