Abstract
Let U n be a U -statistic based on a symmetric kernel h ( x , y ) and φ ∗ -mixing samples { X , X n ; n ≥ 1 } . Under some suitable conditions, the weak convergence of the self-normalized U -statistics is obtained, which extends a previous result for independent cases.
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