Kniha Bayesian Probability Theory Wolfgang von der Linden

Bayesian Probability Theory

Applications in the Physical Sciences

Jazyk: Angličtina
Vazba: Pevná
Dostupnost: Skladem u dodavatele
Odesíláme za 9-15 dnů
2 830
From the basics to the forefront of modern research, this book presents all aspects of probability t...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2014
Stránek
649
EAN
9781107035904
ISBN
1107035902
Enbook ID
02214436
Hmotnost
1300
Rozměry
247 x 182 x 40

Kompletní popis

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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