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Q58Section ST (Statistics (Q11–Q65))58 of 65

Orthogonal transformation of a multivariate normal

Suppose that X=(X1,…,Xp)TX = (X_1, \dots, X_p)^T follows Np(μ,Σ)N_p(\mu, \Sigma), where μ∈Rp\mu \in \mathbb{R}^p and Σ\Sigma is a positive definite matrix. Let AA be a p×pp \times p matrix such that ATA=IpA^T A = I_p. Let Y=(Y1,…,Yp)T=AXY = (Y_1, \dots, Y_p)^T = AX. Then which of the following statements is/are correct?

Multiple select: one or more options are correct. Select all of them, then submit — marks need the exact set.

Options

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