Linear Regression, Data Science, Modeling, Ordinary Least Square, Regression.
because it’s simple, easy to work with mathematically, and is guaranteed to be positive. There may be certain scenarios where we want to treat overestimates (positive residuals) differently from underestimates (negative residuals), but that’s a whole topic in itself. Anyway, the goal of OLS is to