Asymptotic Properties of Permanental Sequences (eBook)

Related to Birth and Death Processes and Autoregressive Gaussian Sequences

Michael B. Marcus, Jay Rosen (Autoren)

eBook Download: PDF

2021 | 1st ed. 2021
XI, 114 Seiten
Springer International Publishing (Verlag)
978-3-030-69485-2 (ISBN)

Infos

This SpringerBriefs employs a novel approach to obtain the precise asymptotic behavior at infinity of a large class of permanental sequences related to birth and death processes and autoregressive Gaussian sequences using techniques from the theory of Gaussian processes and Markov chains.

The authors study alpha-permanental processes that are positive infinitely divisible processes determined by the potential density of a transient Markov process. When the Markov process is symmetric, a 1/2-permanental process is the square of a Gaussian process. Permanental processes are related by the Dynkin isomorphism theorem to the total accumulated local time of the Markov process when the potential density is symmetric, and by a generalization of the Dynkin theorem by Eisenbaum and Kaspi without requiring symmetry. Permanental processes are also related to chi square processes and loop soups.

The book appeals to researchers and advanced graduate students interested in stochastic processes, infinitely divisible processes and Markov chains.

Professor Marcus is Professor Emeritus at The City College, CUNY and the CUNY Graduate Center and Professor Rosen is Distinguished Professor at The College of Staten Island, CUNY and the CUNY Graduate Center. Together they have published more than two hundred papers of which thirty six were written jointly and five books three of which were written jointly. Together they have delivered more than three hundred invited talks. Their research is on sample path properties of stochastic processes, specializing in Gaussian processes, random Fourier series, Gaussian chaos, Levy processes, Markov processes, local times, intersection local times, loop soups and permanental processes.

Produkt-Details

• Erscheint lt. Verlag: 30.3.2021
• Reihe/Serie: SpringerBriefs in Probability and Mathematical Statistics
• Reihe/Serie: SpringerBriefs in Probability and Mathematical Statistics
• Zusatzinfo: XI, 114 p. 2 illus., 1 illus. in color.
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Mathematik ► Statistik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
• Schlagworte: 60E07, 60G15, 60G17, 60G99, 60J27 • asymptotic limits of stochastic processes • autoregressive Gaussian sequences • Birth and death processes • infinitely divisible processes • properties of permanental sequences • Q-matrices • time-varying processes • uniform Markov chains
• ISBN-10: 3-030-69485-2 / 3030694852
• ISBN-13: 978-3-030-69485-2 / 9783030694852