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One of the appeals for using Bayesian methods in econometric modeling is to incorporate the external information about model parameters often available in practice. This information may come from historical data, or it may come naturally from the knowledge of an economic process.
All we did to change from the first table to the second table was change the style. The two styles we applied to our collection produced distinctly different tables. The second style even puts the coefficient statistics side by side rather than above and below.
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