ASYMPTOTIC EXPANSIONS FOR FUNCTIONALS OF DILATION OF POINT-PROCESSES

Authors
Citation
Aa. Borovkov, ASYMPTOTIC EXPANSIONS FOR FUNCTIONALS OF DILATION OF POINT-PROCESSES, Journal of Applied Probability, 33(2), 1996, pp. 573-591
Citations number
6
Categorie Soggetti
Statistic & Probability","Statistic & Probability
ISSN journal
00219002
Volume
33
Issue
2
Year of publication
1996
Pages
573 - 591
Database
ISI
SICI code
0021-9002(1996)33:2<573:AEFFOD>2.0.ZU;2-H
Abstract
This paper provides a direct approach to obtaining formulas for deriva tives of functionals of point processes in rare perturbation analysis ([2], [6]). Results are obtained for arbitrary (not necessarily statio nary) point processes in R and R(d), d greater than or equal to 2, und er transparent conditions, close to minimal. Formulas for higher-order derivatives allow one to construct asymptotical expansions. The resul ts can be useful in sensitivity analysis, in light traffic theory for queues and for computation by simulation of derivatives at positive in tensity, while the computation of the derivatives via statistical esti mation of the functional itself and its increments usually gives poor results.