Question: Let X denote a vector that varies over the columns of a p x N matrix of observations, and let P be a p x

Let X denote a vector that varies over the columns of a p x N matrix of observations, and let P be a p x p orthogonal matrix. Show that the change of variable X = PY does not change the total variance of the data.

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