Could you raise an issue on Github? This use to work i think, but now https://github.com/pymc-devs/pymc3/blob/2824027837931a6c2f1d4ac5f210eb36b8fdf7a7/pymc3/distributions/timeseries.py#L219-L225 makes it impossible.
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