A special issue of the journal Significance on astrostatistics, edited by Joseph Hilbe. Significance is the public journal of the UK Royal Statistical Society and the American Statistical Association. The issue has articles on statistical aspects of meteorite impacts on Earth, Dark Matter and extragalactic astronomy, supernovae and Dark Energy, the multiverse and teleology of cosmology.