Abstract
The second term of the Edgeworth-type asymptotic expansion is obtained for the distribution function of a canonical $V$-statistic of order three, based on samples from the sequence of independent identically distributed variables. Under minimal moment restrictions, the remainder term has the optimal order $O(n^{-1})$.
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