Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
10525817 | Statistics & Probability Letters | 2013 | 10 Pages |
Abstract
New lower bounds on the total variation distance between the distribution of a sum of independent Bernoulli random variables and the Poisson random variable (with the same mean) are derived via the Chen-Stein method. The new bounds rely on a non-trivial modification of the analysis by Barbour and Hall (1984) which surprisingly gives a significant improvement. A use of the new lower bounds is addressed.
Related Topics
Physical Sciences and Engineering
Mathematics
Statistics and Probability
Authors
Igal Sason,