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Statistical and Computational Inverse Problems

Develops the statistical approach to inverse problems with an emphasis on modeling and computations. The book discusses the measurement noise modeling and Bayesian estimation, and uses Markov Chain Monte Carlo methods to explore the probability distributions. It is for researchers and advanced stude...

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Detalles Bibliográficos
Autores principales: Kaipio, Jari, Somersalo, Erkki
Lenguaje:eng
Publicado: Springer 2005
Materias:
Acceso en línea:https://dx.doi.org/10.1007/b138659
http://cds.cern.ch/record/1338003