Artículos relacionados a Bayesian Probability Theory: Applications in the Physical...

Bayesian Probability Theory: Applications in the Physical Sciences - Tapa dura

Von Toussaint, Udo; Dose, Volker; Von Der Linden, Wolfgang

 
9781107035904: Bayesian Probability Theory: Applications in the Physical Sciences
Tapa dura
ISBN 10: 1107035902 ISBN 13: 9781107035904
Editorial: Cambridge University Press, 2014

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca de los autores

Wolfgang von der Linden is Professor for Theoretical and Computational Physics at the Graz University of Technology. His research area is statistical physics with focus on strongly correlated quantum-many-body physics, based on computational techniques.

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.

Udo von Toussaint is a Senior Scientist in the material research division of the Max Planck Institute for plasma physics, where he works on Bayesian experimental design, data fusion, molecular dynamics and inverse problems in the field of plasma-wall interactions.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Cambridge University Press
Año de publicación
2014
Idioma
Inglés
ISBN 10 
1107035902
ISBN 13 
9781107035904
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
652
Contacto del fabricante
no disponible
Persona responsable
GPSR Kontakt
gpsr@libri.de

Europaallee 1
Bad Hersfeld
36244
Alemania