Deprecated: $wgMWOAuthSharedUserIDs=false is deprecated, set $wgMWOAuthSharedUserIDs=true, $wgMWOAuthSharedUserSource='local' instead [Called from MediaWiki\HookContainer\HookContainer::run in /var/www/html/w/includes/HookContainer/HookContainer.php at line 135] in /var/www/html/w/includes/Debug/MWDebug.php on line 372
On normal approximation rates for certain sums of dependent random variables - MaRDI portal

On normal approximation rates for certain sums of dependent random variables (Q1891021)

From MaRDI portal





scientific article; zbMATH DE number 758528
Language Label Description Also known as
English
On normal approximation rates for certain sums of dependent random variables
scientific article; zbMATH DE number 758528

    Statements

    On normal approximation rates for certain sums of dependent random variables (English)
    0 references
    0 references
    27 September 1995
    0 references
    One of the difficulties in applying Stein's method for normal approximation is that the error estimates obtained are most naturally expressed in terms of a Wasserstein distance, and conversion to Kolmogorov distance with the same rate is usually difficult. A delicate analysis of the error terms arising in \textit{Ch. Stein}'s argument [``Approximate computation of expectations'' (1986; Zbl 0721.60016)] enables a Kolmogorov bound of the natural order to be obtained for sums of bounded random variables with a reasonably local dependency graph. All sorts of counts arising from Bernoulli random graphs can be treated using the result.
    0 references
    Stein's method
    0 references
    Wasserstein distance
    0 references
    Kolmogorov distance
    0 references
    Bernoulli random graphs
    0 references
    0 references

    Identifiers