We discuss the reverse Monte Carlo algorithm supplemented by the maximum entropy principle as a tool to guide the analysis of spectra recorded with the positive muon spin rotation and relaxation technique. This tool enables to derive the static field distribution at the muon site, even when the Fourier transform technique is of no help. Statistical uncertainties are estimated for the distribution and no smoothening technique such as apodization is required.