7. Let X1,X2, . . . ,Xn be iid RVs with E|X1|4

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7. Let X1,X2, . . . ,Xn be iid RVs with E|X1|4 <∞. Let var(X) = σ2 and β2 = μ4/σ4:

(a) Show, using the CLT for iid RVs, that

n(S2−σ2)

−L→N(0,μ4−σ4).

(b) Find a transformation g such that g(S2) has an asymptotic distribution which depends on β2 alone but not on σ2.

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Related Book For  book-img-for-question

An Introduction To Probability And Statistics

ISBN: 9781118799642

3rd Edition

Authors: Vijay K. Rohatgi, A. K. Md. Ehsanes Saleh

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