Parameter estimation methods for random point fields with local interactions

The paper gives an overview of methods for estimating the parameters of random point fields with local interaction between points. It is shown that the conventional method of the maximum pseudo-likelihood is a special case of the family of estimation methods based on the use of the auxiliary Markov...

Full description

Bibliographic Details
Main Author: P. Ya. Grabarnik
Format: Article
Language:Russian
Published: Institute of Computer Science 2016-04-01
Series:Компьютерные исследования и моделирование
Subjects:
Online Access:http://crm.ics.org.ru/uploads/crmissues/crm_2016_2/16.08.10.pdf