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An invariance principle for reduced U-statistics

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Summary

Let (X n) n∈N be a sequence of i.i.d. r.v.′s, letf(x1...x m ) be a symmetric function ofm arguments. Forn∈N,n≥m, letC(n) ⊂ {(i 1,...i m):1 ≤i 1...i mn} with the property that eachi∈{1,...n} is present in the same number of elements ofC(n). Define random elementsW n in the Skorokhod spaceD[0, 1] by

$$W_n (t) = n^{1/2} (\# C(n))^{ - 1} \sum\nolimits_C {([\operatorname{int} ])} (f(X_{i_1 } ...X_{i_m } ) - Ef(X_1 ,...Xm))$$

for 0≤t≤1,n∈N. We give sufficient conditions for tightness and weak convergence of (W n) n∈N.

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Herrndorf, N. An invariance principle for reduced U-statistics. Metrika 33, 179–188 (1986). https://doi.org/10.1007/BF01894745

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  • DOI: https://doi.org/10.1007/BF01894745

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