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Exercise 1.5.5
Answers
If is orthogonal, then there are bases for matrix , and they are all independent of each other because of the orthogonality property. So the rank of is , which says it is invertible. Since , we have , which says the columns of i.e., the rows of are orthogonal, rows of are actually columns of , so we know is also orthogonal.
If and , we have
So is an orthogonal matrix.