Many textbooks when introducing ordinary least squares as a method to do regression (usually via introducing linear regression) don’t explain / derive the coefficients. Here, I explain how to do it using tensor/index notation.
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Deriving Least Squares Coefficients Using Tensor/Index Notation
Relativity Digest 