A generalized Cauchy process having cubic nonlinearity

Autor: Hidetoshi Konno, Yoshiyasu Tamura
Rok vydání: 2011
Předmět:
Zdroj: Reports on Mathematical Physics. 67:179-195
ISSN: 0034-4877
DOI: 10.1016/s0034-4877(11)00011-5
Popis: A generalized Cauchy process with a cubic nonlinear term (a nonlinear friction) is studied under the influence of independent multiplicative and additive Gaussian-white noises. Three methods of parameter estimation (i.e. the maximum likelihood, the moment and the log-amplitude moment) are presented in detail. The effect of nonlinearity-noise mterplay associated with the nonlinear friction under the influences of both multiplicative and additive noises are discussed in conjunction with fluctuation-dissipation theorem. The physical significance of nonlinear friction is demonstrated with the use of time series data in economics and fluid turbulence.
Databáze: OpenAIRE