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invertibility and other matrix property

Hi,

Which properties of matrices are we supposed to know for the exam? By that I mean for example in mock 2014 we need to know that XtWX is invertible since W is positive definite and X is full rank. But which principle is used to make this deduction? hat are some other key properties we should remember?

thank you

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