Let X be an n k matrix partitioned as X = (X 1 X 2 ),

Question:

Let X be an n × k matrix partitioned as X = (X1 X2), where X1 is n × k1 and X2 is n × k2.

(i) Show that

(X{X X{X, X'X = X;X X;X,

What are the dimensions of each of the matrices?
(ii) Let b be a k × 1 vector, partitioned as

where b1 is k1 × 1 and b2 is k2 × 1. Show that

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