http://arxiv.org/abs/1510.05651
Empirical methods for connecting galaxies to their dark matter halos have become essential in interpreting measurements of the spatial statistics of galaxies. Among the most successful of these methods is the technique of subhalo abundance matching, which has to date been used to associate galaxy properties with a small set of halo properties. We generalize this set of halo properties to allow variable dependence on halo concentration, and parameterize the degree of concentration dependence with a single parameter. This parameter provides a smooth interpolation between abundance matching to peak halo mass and to peak halo circular velocity. We characterize the influence of this parameter on two-point clustering, the satellite fraction, and the degree of galaxy assembly bias. We also evaluate the degeneracies between the concentration dependence and the scatter in the abundance matching relation. We show that low redshift clustering measurements from SDSS prefer a moderate amount of concentration dependence — more than would be indicated by matching galaxy luminosity to the peak halo mass, and less than would be indicated by matching to the peak halo circular velocity. We also show that these results are robust to moderate changes in cosmological parameters, and that the best-fit model from two-point clustering agrees with previous measurements of the satellite fraction. We note that statistical constraints on these models have been (and still are, in most regimes) limited primarily by sample variance in the limited-size simulations, and not in the data. We discuss physical interpretations of these results and their implications for the galaxy-halo connection.
B. Lehmann, Y. Mao, M. Becker, et. al.
Wed, 21 Oct 15
27/66
Comments: 12 pages, 10 figures. Comments welcome
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