1. A method for estimating a probability density function (PDF) for uncorrelated signal impairments comprising: modifying a compound distribution representing acquired data that comprises uncorrelated signal impairments by, identifying low probability regions in the distribution; identifying a known approximation that models a distribution of the low probability regions; removing the low probability regions; and replacing the low probability regions with the known approximation and an extrapolation of the known approximation.