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Q140Section III (Statistics)140 of 180

Asymptotic normality — independence of Xˉn\bar X_n and Sn2S_n^2 under normality

Suppose {X1,X2,…,Xn}\{X_1,X_2,\dots,X_n\} is a random sample from N(μ,σ2)N(\mu,\sigma^2) distribution. Then the approximate dispersion matrix of n((Xˉn,Sn2)′−(μ,σ2)′)\sqrt n\left((\bar X_n,S_n^2)'-(\mu,\sigma^2)'\right) is:

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