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Zapiski Nauchnykh Seminarov POMI, 2018, Volume 474, Pages 139–148
(Mi znsl6674)
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An estimation problem for the intensity density of Poisson processes
I. A. Ibragimovab a St. Petersburg Department of Steklov Mathematical Institute of Russian Academy of Sciences, St. Petersburg, Russia
b Saint Petersburg State University, Saint Petersburg, Russia
Abstract:
A Poisson process $X_\varepsilon(t)$ with the intensity density function $\varepsilon^{-1}\lambda(t)$ is observed on an interval $[a,b]$. The problem is to estimate the function $\lambda(t)$. It is known that the unknown function $\lambda(t)$ belongs to a given class of functions analytic in a given region $G\supset[a,b]$ and is bounded there by a given constant $M$. The parameter $\varepsilon$ is supposed to be known and we consider the problem as $\varepsilon\to0$.
Key words and phrases:
Poisson proces, intensity, projective estimators.
Received: 23.11.2018
Citation:
I. A. Ibragimov, “An estimation problem for the intensity density of Poisson processes”, Probability and statistics. Part 27, Zap. Nauchn. Sem. POMI, 474, POMI, St. Petersburg, 2018, 139–148
Linking options:
https://www.mathnet.ru/eng/znsl6674 https://www.mathnet.ru/eng/znsl/v474/p139
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Abstract page: | 161 | Full-text PDF : | 58 | References: | 34 |
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