On Errors of Normal Approximation
Bhattacharya, R. N.
Ann. Probab., Tome 3 (1975) no. 6, p. 815-828 / Harvested from Project Euclid
Let $Q_n$ be the distribution of the normalized sum of $n$ independent random vectors with values in $R^k$, and $\Phi$ the standard normal distribution in $R^k$. In this article the error $|\int f d(Q_n - \Phi)|$ is estimated (for essentially) all real-valued functions $f$ on $R^k$ which are integrable with respect to $Q_n$ when $s$th moments are finite, and for which the error may be expected to go to zero. When specialized to known examples, the (main) error bound provides precise rates of convergence.
Publié le : 1975-10-14
Classification:  Central limit theorem,  rates of convergence,  average oscillations,  Fourier transform,  60F05
@article{1176996268,
     author = {Bhattacharya, R. N.},
     title = {On Errors of Normal Approximation},
     journal = {Ann. Probab.},
     volume = {3},
     number = {6},
     year = {1975},
     pages = { 815-828},
     language = {en},
     url = {http://dml.mathdoc.fr/item/1176996268}
}
Bhattacharya, R. N. On Errors of Normal Approximation. Ann. Probab., Tome 3 (1975) no. 6, pp.  815-828. http://gdmltest.u-ga.fr/item/1176996268/