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ID must vary You cannot get the values of a and b if ID is constant. In fitting parameters to a model, you need at least as many conditions as parameters to estimate. You have two parameters (a and b), so you need at least two values of ID. I don't think it makes sense to make any assumptions about the values of one parameter (e.g., that b is 0). So your ...

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