The strongest gravitational lenses
III. The order statistics of the largest Einstein radii
J.-C. Waizmann1,2,3,4, M. Redlich5, M. Meneghetti3,2,4,6 and M. Bartelmann5
Blue Yonder GmbH, Karlsruher Strasse 88,
2 Dipartimento di Fisica e Astronomia, Università di Bologna, viale Berti Pichat 6/2, 40127 Bologna, Italy
3 INAF – Osservatorio Astronomico di Bologna, via Ranzani 1, 40127 Bologna, Italy
4 INFN, Sezione di Bologna, viale Berti Pichat 6/2, 40127 Bologna, Italy
5 Zentrum für Astronomie der Universität Heidelberg, Institut für Theoretische Astrophysik , Albert-Ueberle-Str. 2, 69120 Heidelberg, Germany
6 Jet Propulsion Laboratory , 4800 Oak Grove Drive, Pasadena CA 91109, USA
Accepted: 12 February 2014
Context. The Einstein radius of a gravitational lens is a key characteristic. It encodes information about decisive quantities such as halo mass, concentration, triaxiality, and orientation with respect to the observer. Therefore, the largest Einstein radii can potentially be utilised to test the predictions of the ΛCDM model.
Aims. Hitherto, studies have focussed on the single largest observed Einstein radius. We extend those studies by employing order statistics to formulate exclusion criteria based on the n largest Einstein radii and apply these criteria to the strong lensing analysis of 12 MACS clusters at z> 0.5.
Methods. We obtain the order statistics of Einstein radii by a Monte Carlo approach, based on the semi-analytic modelling of the halo population on the past lightcone. After sampling the order statistics, we fit a general extreme value distribution to the first-order distribution, which allows us to derive analytic relations for the order statistics of the Einstein radii.
Results. We find that the Einstein radii of the 12 MACS clusters are not in conflict with the ΛCDM expectations. Our exclusion criteria indicate that, in order to exhibit tension with the concordance model, one would need to observe approximately twenty Einstein radii with θeff ≳ 30″, ten with θeff ≳ 35″, five with θeff ≳ 42″, or one with θeff ≳ 74″ in the redshift range 0.5 ≤ z ≤ 1.0 on the full sky (assuming a source redshift of zs = 2). Furthermore, we find that, with increasing order, the haloes with the largest Einstein radii are on average less aligned along the line-of-sight and less triaxial. In general, the cumulative distribution functions steepen for higher orders, giving them better constraining power.
Conclusions. A framework that allows the individual and joint order distributions of the n-largest Einstein radii to be derived is presented. From a statistical point of view, we do not see any evidence of an Einstein ring problem even for the largest Einstein radii of the studied MACS sample. This conclusion is consolidated by the large uncertainties that enter the lens modelling and to which the largest Einstein radii are particularly sensitive.
Key words: gravitational lensing: strong / methods: statistical / galaxies: clusters: general / cosmology: miscellaneous
© ESO, 2014