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Binned PDFs for the exponential and periodic log-normal (top) and the gamma and power law (bottom) distributions. The linear PDF on a linear abscissa (left) and the logarithmic PDF on a logarithmic abscissa (right) are both straight-forward representations of the native distributions. However, the linear PDF on a logarithmic abscissa (middle) presents unintuitive weights that do not visually integrate to one.
