Recursive estimation of distributional fix-points

Citation
P. Embrechts et H. Walk, Recursive estimation of distributional fix-points, J APPL PROB, 37(1), 2000, pp. 73-87
Citations number
26
Categorie Soggetti
Mathematics
Journal title
JOURNAL OF APPLIED PROBABILITY
ISSN journal
00219002 → ACNP
Volume
37
Issue
1
Year of publication
2000
Pages
73 - 87
Database
ISI
SICI code
0021-9002(200003)37:1<73:REODF>2.0.ZU;2-J
Abstract
In various stochastic models the random equation S (d) double under bar psi o S of implicit renewal theory appears where the real random variable S an d the stochastic process psi with index space and state space R are indepen dent. By use of stochastic approximation the distribution function of S is recursively estimated on the basis of independent or ergodic copies of psi. Under integrability assumptions almost sun L-1-convergence is proved. The choice of gains in the recursion is discussed. Applications an given to ins urance mathematics (perpetuities) and queueing theory (stationary waiting a nd queueing times).