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Description
Currently, the causal impact plots have HDI's which represent the model expectation.
This was done intentionally, but we should do the following:
- Add a kwarg to allow used to decide whether to plot the model expectation or the posterior predictive.
- Explain this kwarg in the appropriate docstrings
- Make sure that this is explicit, for example by explaining this in the example notebooks, or by a text output when the
plot
method is called, or by adding a text annotation to the plot.