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Bayesian probability theory : applications in the physical sciences / Wolfgang Von Der Linden, Volker Dose and Udo Von Toussaint

By:

Linden, Wolfgang Von Der

Contributor(s):

Material type: Text

TextPublication details: United Kingdom Cambridge University Press 2014Description: 637 pISBN:

9781107035904

Subject(s):

DDC classification:

519.542 LIN-W

Average rating: 0.0 (0 votes)

Holdings
Item type	Current library	Collection	Shelving location	Call number	Status	Date due	Barcode	Item holds
Books	BITS Pilani Hyderabad	510	General Stack (For lending)	519.542 LIN-W (Browse shelf(Opens below))	Available		37672

Total holds: 0

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.

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