Completeness of the <i>Gaia</i> verse – V. Astrometry and radial velocity sample selection functions in <i>Gaia</i> EDR3
Andrew Everall, Douglas Boubert
Abstract
ABSTRACT We risk reaching false scientific conclusions if we test our physical theories against subsets of the Gaia catalogue without correcting for the biased process by which stars make it into our sample. In this paper, we produce selection functions for three Gaia science samples to enable the community to correct for this bias. We estimate the probability that a source in Gaia EDR3 will have (i) a reported parallax and proper motion, (ii) an astrometric renormalized unit weight error below 1.4, or (iii) a reported radial velocity. These selectionfunctions are estimated as a function of G-band apparent magnitude and position on the sky, with the latter two also being dependent on G − GRP colour. The inferred selection functions have a non-trivial dependence on these observable parameters, demonstrating the importance of empirically estimating selection functions. We also produce a simple estimate for the selection function of the full Gaia EDR3 source catalogue to be used with the subset selection functions. We make all of our selection functions easily accessible through the GitHub repository selectionfunctions.