M. Lombardi et G. Bertin, IMPROVING THE ACCURACY OF MASS RECONSTRUCTIONS FROM WEAK LENSING - FROM THE SHEAR MAP TO THE MASS-DISTRIBUTION, Astronomy and astrophysics (Berlin), 335(1), 1998, pp. 1-11
In this paper we provide a statistical analysis of the parameter-free
method often used in weak lensing mass reconstructions. It is found th
at a proper assessment of the errors involved in such a non-local anal
ysis requires the study of the relevant two-point correlation function
s. After calculating the two-point correlation function for the reduce
d shear, we determine the expected error on the inferred mass distribu
tion and on other related quantities, such as the total mass, and deri
ve the error power spectrum. This allows us to optimize the reconstruc
tion method, with respect to the kernel used in the inversion procedur
e. The optimization process can also be carried out on the basis of a
variational principle. In particular, we find that curl-free kernels a
re bound to lead to more accurate mass reconstructions. Our analytical
results clarify the arguments and the numerical simulations by Seitz
& Schneider (1996).