AUTHOR=Feigelson Eric D. , Bonamente Massimiliano 

TITLE=iid2022: a workshop on statistical methods for event data in astronomy

JOURNAL=Frontiers in Astronomy and Space Sciences

VOLUME=10

YEAR=2023

URL=https://www.frontiersin.org/journals/astronomy-and-space-sciences/articles/10.3389/fspas.2023.1228508

DOI=10.3389/fspas.2023.1228508

ISSN=2296-987X

ABSTRACT=<p>We review the <italic>iid2022</italic> workshop on statistical methods for X-ray and <italic>γ</italic>-ray astronomy and high–energy astrophysics event data in astronomy, held in Guntersville, AL, on Nov. 15–18 2022. New methods for faint source detection, spatial point processes, variability and spectral analysis, and machine learning are discussed. Ideas for future developments of advanced methodology are shared.</p>