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Bayesian Probability Theory by Wolfgang Von Der Linden, Volker Dose, Udo Von Toussaint

Bayesian Probability Theory

by Wolfgang Von Der Linden , Volker Dose , Udo Von Toussaint
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Book cover type: Hardcover
  • ISBN13: 9781107035904
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Cambridge University Press
  • Publisher Imprint: Cambridge University Press
  • Publication Date:
  • Pages: 649
  • Original Price: GBP 95.0
  • Language: English
  • Edition: N/A
  • Item Weight: 1316 grams
  • BISAC Subject(s): General

From the basics to the forefront of modern research, this book presents all aspects of probability theory, statistics and data analysis from a Bayesian perspective for physicists and engineers. The book presents the roots, applications and numerical implementation of probability theory, and covers advanced topics such as maximum entropy distributions, stochastic processes, parameter estimation, model selection, hypothesis testing and experimental design. In addition, it explores state-of-the art numerical techniques required to solve demanding real-world problems. The book is ideal for students and researchers in physical sciences and engineering.

Dose, Volker: - Volker Dose is a former Director of the surface physics division of the Max Planck Institute for plasma physics. He has contributed to Bayesian methods in physics, astronomy and climate research.

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