Title of article
An isometric study of the Lindeberg–Feller central limit theorem via Stein’s method
Author/Authors
Els Berckmoes، نويسنده , , B. and Lowen، نويسنده , , R. and Van Casteren، نويسنده , , J.، نويسنده ,
Issue Information
دوهفته نامه با شماره پیاپی سال 2013
Pages
15
From page
484
To page
498
Abstract
We use Stein’s method to prove a generalization of the Lindeberg–Feller CLT providing an upper and a lower bound for the superior limit of the Kolmogorov distance between a normally distributed random variable and the rowwise sums of a rowwise independent triangular array of random variables which is asymptotically negligible in the sense of Feller. A natural example shows that the upper bound is of optimal order. The lower bound improves a result by Andrew Barbour and Peter Hall.
Keywords
Limit , Random variable , law , Weak topology , Central Limit Theorem , Lindeberg condition , distance , Kolmogorov metric , triangular array , Approach structure , Probability measure
Journal title
Journal of Mathematical Analysis and Applications
Serial Year
2013
Journal title
Journal of Mathematical Analysis and Applications
Record number
1563730
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