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Let X denote an n-dimensional random vector with a multivariate normal distribution with mean vector 0 and covariance matrix give by ? 2 l n

Let X denote an n-dimensional random vector with a multivariate normal distribution with mean vector 0 and covariance matrix give by ? 2 l n . Let M 1 and M 2 denote orthogonal linear subspace or R n and let P j denote the matrix representation orthogonal projection onto M j , j=1,2. Find the distribution of

XT PIX XT PX

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Since P j is a projection operator so P j is the idempotent matrix and since M 1 and ... blur-text-image

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