On the Poisson-binomial relative error
This paper analyses the goodness of Poisson approximation to the binomial distribution with parameters n and p. In order to stress the importance of the smallness of p to obtain a good approximation, the relative error is analysed when p is fixed and n tends to infinity. We find the relative error pointwise limit and its asymptotic distribution; we also show that the asymptotic mean relative error gives an approximation of the mean relative error. Finally we give numerical estimates of all these approximations.
Year of publication: |
2005
|
---|---|
Authors: | Antonelli, Sabrina ; Regoli, Giuliana |
Published in: |
Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 71.2005, 3, p. 249-256
|
Publisher: |
Elsevier |
Keywords: | Approximation of distribution Binomial distribution Poisson distribution Relative error Asymptotic distribution |
Saved in:
Saved in favorites
Similar items by person
-
Asymptotic distribution of density ratios
Antonelli, Sabrina, (2009)
-
Optimization of Monte Carlo Procedures for Value at Risk Estimates
Antonelli, Sabrina, (2002)
-
Optimization of Monte Carlo Procedures for Value at Risk Estimates
Antonelli, Sabrina, (2002)
- More ...