Strong Approximation for Set-Indexed Partial-Sum Processes, Via KMT Constructions II
Rio, Emmanuel
Ann. Probab., Tome 21 (1993) no. 4, p. 1706-1727 / Harvested from Project Euclid
Let $(X_i)_{i\in\mathbb{Z}^d_+}$ be an array of zero-mean independent identically distributed random vectors with values in $\mathbb{R}^k$ with finite variance, and let $\mathscr{L}$ be a class of Borel subsets of $\lbrack 0, 1\rbrack^d$. If, for the usual metric, $\mathscr{L}$ is totally bounded and has a convergent entropy integral, we obtain a strong invariance principle for an appropriately smoothed version of the partial-sum process $\{\sum_{i\in\nu S} X_i: S \in \mathscr{L}\}$ with an error term depending only on $\mathscr{L}$ and on the tail distribution of $X_1$. In particular, when $\mathscr{L}$ is the class of subsets of $\lbrack 0, 1\rbrack^d$ with $\alpha$-differentiable boundaries introduced by Dudley, we prove that our result is optimal.
Publié le : 1993-07-14
Classification:  Central limit theorem,  set-indexed process,  partial-sum process,  invariance principle,  metric entropy with inclusion,  multivariate empirical processes,  60F17,  62G99
@article{1176989138,
     author = {Rio, Emmanuel},
     title = {Strong Approximation for Set-Indexed Partial-Sum Processes, Via KMT Constructions II},
     journal = {Ann. Probab.},
     volume = {21},
     number = {4},
     year = {1993},
     pages = { 1706-1727},
     language = {en},
     url = {http://dml.mathdoc.fr/item/1176989138}
}
Rio, Emmanuel. Strong Approximation for Set-Indexed Partial-Sum Processes, Via KMT Constructions II. Ann. Probab., Tome 21 (1993) no. 4, pp.  1706-1727. http://gdmltest.u-ga.fr/item/1176989138/