This issue can be due to the fact that the biases have a large variability in this situation. We also analyzed the empirical performance of the various estimators when data are generated from the Gamma and Uniform distributions. We observed similar results when the Gamma distribution is considered. However, we also observed that the Uniform distribution has an important impact on the performance of the various estimators based on the sample ranges.