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Stein normal approximation for multidimensional Poisson random measures by third cumulant expansions.

Authors :
Privault, Nicolas
Source :
ALEA. Latin American Journal of Probability & Mathematical Statistics. 2018, Vol. 15, p1141-1161. 21p.
Publication Year :
2018

Abstract

We derive normal approximation bounds by the Stein method for stochastic integrals with respect to a Poisson random measure over ℝd, d ≥ 2. This approach relies on third cumulant Edgeworth-type expansions based on derivation operators defined by the Malliavin calculus for Poisson random measures. The use of third cumulants can exhibit faster convergence rates than the standard Berry- Esseen rate for some sequences of Poisson stochastic integrals. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
19800436
Volume :
15
Database :
Academic Search Index
Journal :
ALEA. Latin American Journal of Probability & Mathematical Statistics
Publication Type :
Academic Journal
Accession number :
134104927
Full Text :
https://doi.org/10.30757/ALEA.v15-42