Notes on the data analysis in high-energy astrophysics

TL;DR

This paper provides practical notes on data analysis in high-energy astrophysics, bridging theoretical concepts and real-world application for students and beginners in gamma-ray and X-ray astrophysics research.

Contribution

It offers updated, accessible guidance on data analysis techniques specifically tailored for students starting research in high-energy astrophysics, with practical insights and bibliographic references.

Findings

Useful for students beginning their thesis work

Bridges theory and practice in data analysis

Provides bibliographic resources for further study

Abstract

These notes were originally prepared as additional material for the lessons I have given at the summer school Gamma-ray Astrophysics and Multifrequency: Data analysis and astroparticle problems, organized by the Department of Physics of the University of Perugia (Italy) on July 3-7, 2006. The necessarily limited time of the lessons forced to a drastic selection of the topics and, therefore, I have thought it was useful to complete the slides of the presentation with the notes you find in these few pages. These notes are a kind of ``link'' between the theoretical approach of the University lessons and the practice of the real use. During these years, I have seen that this material is useful for students that are beginning their thesis on research topics based on the use and the interpretation of data from X- and gamma-ray satellites. Therefore, I have thought to update the content of these notes, to translate them into English and to post on arXiv, in order to make them available to a larger public, hoping to give a useful help to other beginners. Since the public is basically composed of graduating students, I have assumed a well-grounded knowledge of basic astrophysics, the principles of instrumentation for physical sciences and the statistical analysis. Therefore, I have focused my notes on the practical issues and given some bibliographic references, just some advice, just to draw the attention on some points that are too much detailed for a university lesson. Nevertheless, the bibliography should be also a good starting point for those who want to further explore these topics.