We further suggest increased reliance on the tools of descriptive statistics. The Ziliak and McCloskey (2004) paper is a good example. These approaches include graphs, tables, and especially ratios of the actual observations to provide insights into the questions of interest. In doing so, it is imperative to keep in mind that, while ratios of actual economic phenomena are not probabilities, they can be extremely useful in comparative analysis.