Processes of normal inverse Gaussian type

被引:26
作者
Ole E. Barndorff-Nielsen
机构
[1] Department of Mathematical Sciences,
[2] University of Aarhus,undefined
[3] Ny Munkegade,undefined
[4] DK-8000 Aarhus C,undefined
[5] Denmark ,undefined
关键词
Key words: Background driving Lévy processes, long range dependence, Ornstein-Uhlenbeck type, selfdecomposability, stochastic volatility JEL classification: C10, C51 Mathematics Subject Classification (1991): 60E99, 60G10, 60G35, 62M10, 62P05;
D O I
10.1007/s007800050032
中图分类号
学科分类号
摘要
With the aim of modelling key stylized features of observational series from finance and turbulence a number of stochastic processes with normal inverse Gaussian marginals and various types of dependence structures are discussed. Ornstein-Uhlenbeck type processes, superpositions of such processes and stochastic volatility models in one and more dimensions are considered in particular, and some discussion is given of the feasibility of making likelihood inference for these models.
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页码:41 / 68
页数:27
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