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Using the Margins Command to Estimate and Interpret ...
Using Stata sMargins Command to Estimate and Interpret Adjusted Predictions and Marginal EffectsRichard of Notre DameOriginal version presented at the Stata User Group Meetings, Chicago, July 14, 2011 Published version available at presentation updates the article and was last revised August 22, 2020 Motivation for Paper Many journals place a strong emphasis on the sign and statistical significance of effects but often there is very little emphasis on the substantive and practical significance Unlike scholars in some other fields, most Sociologists seem to know little about things like marginal effects or adjusted predictions, let alone use them in their work Many users of Stata seem to have been reluctant to adopt the Margins Command .
• Adjusted predictions (aka predictive margins) can make these results more tangible. • With adjusted predictions, you specify values for each of the independent variables in the model, and then compute the probability of the event occurring for an individual who has those values. • So, for example, we will use the adjust command to compute
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