Accurate determination of atomic and molecular properties is a long held but elusive goal of many-body theories. Significant progress has been made for small atoms, but for heavier systems the calculations are very scarce due to the great computational difficulties involved in the calculation. In this work we have explored the efficiency of the Variational Monte Carlo (VMC) method to compute two body properties in atoms, which are specially difficult to calculate even in a Hartree–Fock framework. The VMC method allows us to calculate the radial moments of the electron pair density and, by using a finite approach for the delta function one is also able to evaluate up to a good accuracy the density itself. The major drawback of the method is loss of precision for both short and long interelectronic distances. To deal with this problem we have proposed and calculated with several functions for the importance sampling, that give rise to a better convergence of the results in a particular region of the domain of the interelectronic distance. Thus we have improved the description next to the origin where the determination by means of a pure MCV calculation is worse. The main conclusion of the study is that VMC can be used to get insight of the atomic and molecular structure by means of the calculation of the relative charge distribution. The importance sampling technique allows one to improve the results in those regions were the statistic is poorer. The accuracy of the results is enough to enable to study, for example, the effects of the electron correlation in these quantities.
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