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Q117Section C (Part C)117 of 120

Multivariate analysis — Wishart facts for a normal sample

Let X1,X2,…,X20X_1,X_2,…,X_{20} be a random sample from N12(μ,Σ)N_{12}(\mu,\Sigma), where μ∈R12\mu\in\mathbb{R}^{12} and Σ\Sigma is positive definite matrix. Suppose Xˉ=120∑i=120Xi\bar X=\frac{1}{20}\sum_{i=1}^{20}X_i and S=119∑i=120(Xi−Xˉ)(Xi−Xˉ)TS=\frac{1}{19}\sum_{i=1}^{20}(X_i-\bar X)(X_i-\bar X)^{T}. Then which of the following statements are true?

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

Options

Select every correct option, then submit.