Cover Image

Statistical inference for spatial Poisson processes /

Show other versions (1)

The book discusses the estimation theory for the wide class of inhomogeneous Poisson processes. The consistency, limit distributions and the convergence of moments of parameter estimators are established in regular and non-regular (change-point type) problems. The maximum likelihood, Bayesian, and t...

Full description

Bibliographic Details
Main Author: Kutoyants, Yu. A.
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: New York : Springer, [1998]
Series:Lecture notes in statistics (Springer-Verlag) ; v. 134.
Subjects:
Poisson processes.
Parameter estimation.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Auxiliary Results
  • First Properties of Estimators
  • Asymptotic Expansions
  • Nonstandard Problems
  • The Change-poing Problems
  • Nonparametric Estimation.