  We present a review of data types and statistical methods often encountered
in astronomy. The aim is to provide an introduction to statistical applications
in astronomy for statisticians and computer scientists. We highlight the
complex, often hierarchical, nature of many astronomy inference problems and
advocate for cross-disciplinary collaborations to address these challenges.
