About the Limit Distributions of Emperical Distributions of Random Projection Pursuit
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Graphical Abstract
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Abstract
LetX1,…,Xn be a sequence of p-diniensionali.i.d. random vectors, aud Z1, …, Zn be i.i.d. Np(0,lp) random vectors in Rp, which are independent of Xi’s. In this paper, we give the rep-resentition of the class of limit distributions of \hatF_n^Z / B_p, \hatF_n^Z_1 / B_p, where \hatF_n^Z / B_p, \hatF_n^Z_1 / B_p stands for emperical distribution of ZTXi/Bp, i≤n, ZiTxi/Bp,i≤n respectively, as n→+∞, p→+∞, and Bp is a sequence of positive numbers.
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