Regarding the lack of examples, sometimes the best source comes from the tests in the codebase: https://github.com/pymc-devs/pymc/blob/602234b98d7c2c1e4382a56c16e7f71c1241bc8a/tests/distributions/test_timeseries.py#L848
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