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Generalized Fractional Brownian Motion

  • Nyhet
Inbunden, Engelska, 2026

AvMounir Zili

2 169 kr

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This comprehensive book establishes the Zili generalized fractional Brownian motion (ZgfBm) as a powerful new foundation in the mathematical theory of stochastic processes.Generalized Fractional Brownian Motion provides the first rigorous and systematic stochastic analysis of the ZgfBm, a versatile Gaussian process that uniquely extends both the classic fractional Brownian motion with stationary increments and the sub-fractional Brownian motion with nonstationary increments. Defined by three tunable parameters, the ZgfBm offers unprecedented flexibility for modeling complex phenomena across diverse fields, overcoming the limitations of single-parameter models.The book carefully builds from foundational Gaussian theory and key fractional processes to advanced topics, including a complete methodology for parameter estimation, the development of a rigorous stochastic calculus with generalized Itô formulas and an investigation into the regularity of solutions to stochastic heat equations. This essential resource provides researchers, practitioners and graduate students with a unified and in-depth perspective on advanced fractional Gaussian processes.

Produktinformation

  • Utgivningsdatum2026-02-20
  • Mått156 x 234 x 16 mm
  • Vikt540 g
  • FormatInbunden
  • SpråkEngelska
  • SerieISTE Invoiced
  • Antal sidor256
  • FörlagISTE Ltd and John Wiley & Sons Inc
  • ISBN9781786309631
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