Gravitational lensing of distant objects caused by gravitational tidal forces from inhomogeneities in the universe is weak in most cases, but it is noticed that it gives a great deal of information about the universe, especially regarding the distribution of dark matter. The statistical values of optical quantities such as convergence, amplification and shear have been derived by many people using various approaches, which include the linear perturbational treatment in the weak limit and the nonlinear treatment considering small-scale matter distribution.In this review paper we compare the following three main approaches: (a) the approach in the multi-lens-plane theory; (b) the approach due to the direct integration method; and (c) the perturbational approach.In the former two approaches inhomogeneous matter distributions are produced in the CDM model using N -body simulations (the P 3 M code and the tree-code, respectively). In (c) the power spectrum corresponding to the CDM model is used for the large-scale matter distribution. §1. IntroductionThe propagation of light from distant objects like galaxies and QSOs is deflected by the gravitational tidal forces caused by inhomogeneous matter distribution between the objects and us. The so-called lens effect creates conspicuous images such as multiple QSOs and arcs in clusters of galaxies, owing to special positional relations among sources, lens objects and the observer, but in most cases it causes small deformations and amplification of optical images, which result from the superposition of deflections from many lens objects on cosmological scales. This so-called weak lensing gives us valuable information on the structure and evolution of the universe, especially regarding the distribution of dark matter, not only on large scales, but also on small scales around galaxies.The statistical behavior of optical quantites such as convergence, amplification and shear due to weak lensing has been studied by many people since the pioneering papers by Gunn, 1) -2) Weinberg 3) and Blandford and Jaroszyński. 4) For the derivations of these quantities there have been various approaches which consist of the multi-lens-plane method, direct integration methods solving the