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Poisson Point Processes and Their Application to Markov Processes: SpringerBriefs in Probability and Mathematical Statistics

Autor Kiyosi Itô Cuvânt înainte de Shinzo Watanabe, Ichiro Shigekawa
en Limba Engleză Paperback – feb 2016
An extension problem (often called a boundary problem) of Markov processes has been studied, particularly in the case of one-dimensional diffusion processes, by W. Feller, K. Itô, and H. P. McKean, among others. In this book, Itô discussed a case of a general Markov process with state space S and a specified point a ∈ S called a boundary. The problem is to obtain all possible recurrent extensions of a given minimal process (i.e., the process on S \ {a} which is absorbed on reaching the boundary a). The study in this lecture is restricted to a simpler case of the boundary a being a discontinuous entrance point, leaving a more general case of a continuous entrance point to future works. He established a one-to-one correspondence between a recurrent extension and a pair of a positive measure k(db) on S \ {a} (called the jumping-in measure and a non-negative number m< (called the stagnancy rate). The necessary and sufficient conditions for a pair k, m was obtained so that the correspondence is precisely described. For this, Itô used,  as a fundamental tool, the notion of Poisson point processes formed of all excursions of  the process on S \ {a}. This theory of Itô's of Poisson point processes of excursions is indeed a breakthrough. It has been expanded and applied to more general extension problems by many succeeding researchers. Thus we may say that this lecture note by Itô is really a memorial work in the extension problems of Markov processes. Especially in Chapter 1 of this note, a general theory of Poisson point processes is given that reminds us of Itô's beautiful and impressive lectures in his day.
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Specificații

ISBN-13: 9789811002717
ISBN-10: 9811002711
Pagini: 43
Ilustrații: XI, 43 p. 3 illus.
Dimensiuni: 155 x 235 x 3 mm
Greutate: 0.09 kg
Ediția:1st ed. 2015
Editura: Springer Nature Singapore
Colecția Springer
Seria SpringerBriefs in Probability and Mathematical Statistics

Locul publicării:Singapore, Singapore

Public țintă

Research

Cuprins

1. Poisson point processes.- 2. Application to Markov Process.

Recenzii

“The main idea of this volume has had a profound influence on the boundary theory of Markov processes. This volume is beautifully written and it is a pleasure to read.” (Ren Ming Song, Mathematical Reviews, December, 2016) 

Caracteristici

Gives a beautiful elementary treatment of general Poisson point processes in Chapter 1, especially recommended for beginners Shows how the notion of Poisson point processes with values in a function space of paths called excursions plays a key role in an extension problem of Markov processes in Chapter 2 Demonstrates how the general theory in Chapter 2 can answer completely the extension problem for the minimal diffusion on [0, 8) with an exit boundary 0 Includes supplementary material: sn.pub/extras