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Modeling and inverse problems in the presence of uncertainty /

Modeling and Inverse Problems in the Presence of Uncertainty collects recent research-including the authors' own substantial projects-on uncertainty propagation and quantification. It covers two sources of uncertainty: where uncertainty is present primarily due to measurement errors and where u...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Banks, H. T. (Harvey Thomas), 1940- (Autor), Thompson, W. Clayton (Autor)
Otros Autores: Hu, Shuhua
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boca Raton : CRC Press, Taylor and Francis, 2014.
Colección:Monographs and research notes in mathematics.
Temas:
Acceso en línea:Texto completo
Texto completo
Tabla de Contenidos:
  • 1. Introduction
  • 2. Probability and statistics overview
  • 3. Mathematical and statistical aspects of inverse problems
  • 4. Model selection criteria
  • 5. Estimation of probability measures using aggregate population data
  • 6. Optimal design
  • 7. Propagation of uncertainty in a continuous time dynamical system
  • 8. A stochastic system and its corresponding deterministic system.