bokomslag Gaussian Processes
Vetenskap & teknik

Gaussian Processes

Takeyuki Hida

Pocket

2759:-

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  • 183 sidor
  • 2008
Aimed at students and researchers in mathematics, communications engineering, and economics, this book describes the probabilistic structure of a Gaussian process in terms of its canonical representation (or its innovation process). Multiple Markov properties of a Gaussian process and equivalence problems of Gaussian processes are clearly presented. The authors' approach is unique, involving causality in time evolution and information-theoretic aspects. Because the book is self-contained and only requires background in the fundamentals of probability theory and measure theory, it would be suitable as a textbook at the senior undergraduate or graduate level.
  • Författare: Takeyuki Hida
  • Format: Pocket/Paperback
  • ISBN: 9780821843581
  • Språk: Engelska
  • Antal sidor: 183
  • Utgivningsdatum: 2008-09-01
  • Förlag: American Mathematical Society