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I have a series that I believe has one autoregression characteristic under condition A (example: positive) and another under condition B (example: negative).

Is there a way (hopefully in Python) to estimate the parameters if I know when in condition A and when condition B? What if I don't know and I want to find both the best parameters and when each condition occurs?

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