on-Line Parameter Estimation Algorithm for Counting Process Observations

摘要

The parameter estimation problem for counting process (CP) observation is considered. The intensity of CP is adapted to the family of Sigma algebras autogenerated by the counting process. The intensity is assumed to depend linearly on deterministic constant parameters. Heuristic derivation for an on-line parameter estimation algorithm is given.