Statistics for astrophysics : Bayesian methodology /

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 ne...

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Bibliographic Details
Call Number:Libro Electrónico
Other Authors: Fraix-Burnet, Didier (Editor)
Format: Electronic eBook
Language:Inglés
Published: Les Ulis, France : EDP Sciences : EDP Sciences, 2018.
Subjects:
Astrophysics > Statistical methods > Congresses.
Bayesian statistical decision theory.
Théorie de la décision bayésienne.
Astrophysics > Statistical methods.
Conference papers and proceedings.
Online Access:Texto completo
Table of Contents:
  • Frontmatter
  • Organisers
  • Lecturers
  • Acknowledgments
  • Table of Contents
  • Foreword
  • BAYESIAN STATISTICAL METHODS FOR ASTRONOMY PART I: FOUNDATIONS
  • BAYESIAN STATISTICAL METHODS FOR ASTRONOMY PART II: MARKOV CHAIN MONTE CARLO
  • BAYESIAN STATISTICAL METHODS FOR ASTRONOMY PART III: MODEL BUILDING
  • APPROXIMATE BAYESIAN COMPUTATION, AN INTRODUCTION
  • CLUSTERING MILKY WAY'S GLOBULAR CLUSTERS: A BAYESIAN NONPARAMETRIC APPROACH

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