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As I am currently preparing for a econometrics exam I struggle to recall the correct theoretical explanation for the connection between the expected value of a estimator given the matrix of all estimators. Particularly, in need help in the explanation for the correct answer which is marked in yellow in he picture below.

Thank you everyone!

enter image description here

As I am currently preparing for a econometrics exam I struggle to recall the correct theoretical explanation for the connection between the expected value of a estimator given the matrix of all estimators. Particularly, in need help in the explanation for the correct answer which is marked in yellow in he picture below.

Thank you everyone!

As I am currently preparing for a econometrics exam I struggle to recall the correct theoretical explanation for the connection between the expected value of a estimator given the matrix of all estimators. Particularly, in need help in the explanation for the correct answer which is marked in yellow in he picture below.

Thank you everyone!

enter image description here

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Implications of expected value of a regression given the regressor matrix

As I am currently preparing for a econometrics exam I struggle to recall the correct theoretical explanation for the connection between the expected value of a estimator given the matrix of all estimators. Particularly, in need help in the explanation for the correct answer which is marked in yellow in he picture below.

Thank you everyone!