Giving examples of your modelled effects
This section is similar regardless of your model structure (e.g. error distribution assumption). The examples below all assume a normal error distribution assumption but you can use the process presented here for models of any structure.
1 Background
A clear way of communicating your modelled effects is by giving examples of your Response estimated by your model under different values of your predictors. For example,
what does my model estimate my Response would be when I change levels of my categorical predictor?
what does my model estimate my Response would be if my numeric predictor increases by 100%?
2 Examples
You can give examples of your modelled effects by predicting with your model object. This process is covered in the “by hand” visualization method here, and will be covered in the next modelling framework section on predicting.
3 Back to Reporting Your Model Effects page
