Analytical Modeling of the Weak Lensing of Standard Candles I. Empirical Fitting of Numerical Simulation Results
Weak lensing leads to the non-Gaussian magnification distribution of standard candles at given redshift $z$, $p(μ|z)$. In this paper, we give accurate and simple empirical fitting formulae of the weak lensing numerical simulation results with the generalized Dyer-Roeder prescription. The smoothness parameter $\tildeα$ essentially represents the amount of matter that can cause magnification of a given source. Since matter distribution in our universe is inhomogeneous, we can think of our universe as a mosaic of cones centered on the observer, each with a different value of $\tildeα$. We define the {\it direction dependent} smoothness parameter $\tildeα$ via the Dyer-Roeder equation; there is a unique mapping between $\tildeα$ and the magnification of a source. We find that the distribution of $\tildeα$ at given $z$, $p(\tildeα|z)$, is well described by a modified Gaussian distribution. For the same matter distribution, i.e., the same $p(\tildeα|z)$, different values of $Ω_m$ and $Ω_Λ$ can lead to very different magnification distributions. Our formulae can be conveniently used to calculate the weak lensing effects for observed Type Ia supernovae at arbitrary redshifts.