Multiple Linear Regression Least Squares Estimator is Unbiased Proof

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Show the Proof. In this video I show the math behind proving that the Least Squares Estimator, b, is an unbiased estimator for the model parameters (or coefficients) beta, for the Multiple Linear Regression Model.
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Why XB is constant? Isn, t
B=B1, B2...Bk?

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Awesome videos! You're doing exactly what I want to be doing on YouTube!

dennispadilla