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Q156Section III (Statistics)156 of 190

Principal components share independence but not a common variance

Let X‾∼N4(μ‾,Σ)\underline X\sim N_4(\underline\mu,\Sigma) where eigen values of Σ\Sigma are given by λ1=6,λ2=4,λ3=3,λ4=2\lambda_1=6,\lambda_2=4,\lambda_3=3, \lambda_4=2. Let YiY_i be the principal component corresponding to λi,i=1,2,3,4\lambda_i, i=1,2,3,4. Then which of the following statements is not correct?

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