An on-line parameter estimation algorithm for counting process observations (Corresp.)

Abstract

The parameter estimation problem for counting process observation is considered. It is assumed that the intensity of the counting process is adapted to the family of o-algebras generated by the counting process itself and that the intensity depends linearly on some deterministic constant parameters. An on-line parameter estimation algorithm is then presented for which convergence is proved by using a stochastic approximation type lemma.