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Allow causal impact plots to show posterior predicted outcome, not just model expectation #295

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@drbenvincent

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@drbenvincent

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.

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    enhancementNew feature or requestplottingImprove or fix plotting

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