Statistics for astrophysics : time series analysis / Didier Fraix-Burnet, Gérard Grégoire, Eds.

This book is the result of the 2019 session of the School of Statistics for Astrophysics (Stat4Astro) that took place on October, 6 to 11, 2019, at Autrans near Grenoble, in France. The topic of this fourth session was the time series that, from celestial mechanics to gravitational waves, from exopl...

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Bibliographic Details
Other Authors: Fraix-Burnet, Didier (Editor), Grégoire, Gérard (Editor)
Format: eBook
Language:English
Published: Les Ulis, France : EDP Sciences, 2022.
Subjects:
Online Access:Click for online access
Table of Contents:
  • Frontmatter
  • Organisers
  • Lecturers
  • Acknowledgments
  • List of Participants
  • Table of Contents
  • Foreword
  • 1
  • AN OVERVIEW OF THIS BOOK
  • 2
  • TIME SERIES, FUNDAMENTAL CONCEPTS
  • 3
  • ARMA AND ARIMA TIME SERIES
  • 4
  • COMPLEMENTS AND APPLICATIONS
  • 5
  • KALMAN FILTER AND TIME SERIES
  • 6
  • AN INTRODUCTION TO STATE SPACE MODELS