The weak convergence for self-normalized -statistics with dependent samples

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.