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5/05/2021 08:21:00 PM
>Adding it to the design matrix in the linear regression is equivalent to just estimating two of them, there are no spill-over effects. I guess in the linear case the only benefits are that you estimate the X coefficients on all the data and you are only fitting 1 intercept term to all the data. So it's probably pretty equivalent to fitting two models, it's just odd that I don't think I've ever seen anyone do it that way in their methods. Thanks for the guidance.