I'm far from been an expert on the subject. But is this a bug in TimeSeriesModelFit?
If I execute this code.
I get an error: "None of the candidate models could be successfully fitted to the \ data. Try a different model family or set of candidate models"
If I just change data to:
I get the correct answer: