Let Tnbe a random variable having a non-central chi-squared distribution with n degrees of freedom and non-centrality parameter Show Tnas the same asymptotic distribution as X1+···+ Xn, for all n ≥ 1, where the Xj are i.i.d. random variables following a noncentral chi-squared distribution with 1. degree of freedom and non-centrality parameter Hence, use and show that is asymptotically normal. In particular, for verify that
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