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For the OLS Estimator β^\hat { \beta} = XX ^ { \prime }

Question 33

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For the OLS estimator β^\hat { \beta} = ( XX ^ { \prime } X)-1
XX ^ { \prime } Y to exist, X'X must be invertible. This is the case when X has full rank. What is the rank of a matrix? What is the rank of the product of two matrices? Is it possible that X could have rank n? What would be the rank of X'X in the case n<(k+1)? Explain intuitively why the OLS estimator does not exist in that situation.

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The rank of a matrix is the maximum numb...

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