This book includes the lectures given during the third session of the School of Statistics for Astrophysics that took place at Autrans, near Grenoble, in France, in October 2017. The subject is Bayesian Methodology.
The interest of this statistical approach in astrophysics probably comes from its necessity and its success in determining the cosmological parameters from observations, especially from the cosmic background luctuations. The cosmological community has thus been very active in this field for many years. But the Bayesian methodology, complementary to the more classical frequentist one, has many applications in physics in general due to its ability to incorporate a priori knowledge into inference, such as uncertainty brought by the observational processes. The Bayesian approach becomes more and more widespread in the astrophysical literature.
This book contains statistics courses on basic to advanced methods with practical exercises using the R environment, by leading experts in their field. This covers the foundations of Bayesian inference, Markov chain Monte Carlo technique, model building, Approximate Bayesian Computation (ABC) and Bayesian nonparametric inference and clustering.
Seguir leyendoexpand_more
Título : Statistics for Astrophysics
EAN : 9782759822751
Editorial : EDP Sciences
Fecha de publicación
: 19/9/19
Formato : PDF
Tamaño del archivo : Desconocido
Protección : Filigrane numérique
El libro electrónico Statistics for Astrophysics está en formato PDF
protegido por Filigrane numérique
- check_circle
Este eBook es compatible para su lectura en la aplicación Vivlio de iOs y Android.
- check_circle
Este eBook es compatible para leer en My Vivlio.
- check_circle
Este eBook es compatible para su lectura en el lector Vivlio.
- check_circle
Este libro electrónico es más adecuado para pantallas grandes que para las pequeñas porque no permite ajustar el tamaño de la letra.
¿Quieres leer en un eReader de otra marca? Sigue
nuestra guía.
Edición en Inglés
Conectarme
Mi cuenta