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Renewal Theory for Perturbed Random Walks and Similar Processes
Taschenbuch von Alexander Iksanov
Sprache: Englisch

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Beschreibung
This book offers a detailed review of perturbed random walks, perpetuities, and random processes with immigration. Being of major importance in modern probability theory, both theoretical and applied, these objects have been used to model various phenomena in the natural sciences as well as in insurance and finance. The book also presents the many significant results and efficient techniques and methods that have been worked out in the last decade.
The first chapter is devoted to perturbed random walks and discusses their asymptotic behavior and various functionals pertaining to them, including supremum and first-passage time. The second chapter examines perpetuities, presenting results on continuity of their distributions and the existence of moments, as well as weak convergence of divergent perpetuities. Focusing on random processes with immigration, the third chapter investigates the existence of moments, describes long-time behavior and discusses limit theorems, both withand without scaling. Chapters four and five address branching random walks and the Bernoulli sieve, respectively, and their connection to the results of the previous chapters.
With many motivating examples, this book appeals to both theoretical and applied probabilists.
This book offers a detailed review of perturbed random walks, perpetuities, and random processes with immigration. Being of major importance in modern probability theory, both theoretical and applied, these objects have been used to model various phenomena in the natural sciences as well as in insurance and finance. The book also presents the many significant results and efficient techniques and methods that have been worked out in the last decade.
The first chapter is devoted to perturbed random walks and discusses their asymptotic behavior and various functionals pertaining to them, including supremum and first-passage time. The second chapter examines perpetuities, presenting results on continuity of their distributions and the existence of moments, as well as weak convergence of divergent perpetuities. Focusing on random processes with immigration, the third chapter investigates the existence of moments, describes long-time behavior and discusses limit theorems, both withand without scaling. Chapters four and five address branching random walks and the Bernoulli sieve, respectively, and their connection to the results of the previous chapters.
With many motivating examples, this book appeals to both theoretical and applied probabilists.
Zusammenfassung

Provides a thorough discussion of the state-of-the art in the area with a special emphasis on the methods employed

Gives results in a final form and poses a number of open questions at the same time

Discusses numerous examples and applications

Inhaltsverzeichnis
Preface.- Perturbed random walks.- Affine recurrences.- Random processes with immigration.- Application to branching random walk.- Application to the Bernoulli sieve.- Appendix.- Bibliography.
Details
Erscheinungsjahr: 2018
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: xiv
250 S.
ISBN-13: 9783319840857
ISBN-10: 3319840851
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Iksanov, Alexander
Auflage: Softcover reprint of the original 1st edition 2016
Hersteller: Springer International Publishing
Springer International Publishing AG
Verantwortliche Person für die EU: Springer Basel AG in Springer Science + Business Media, Heidelberger Platz 3, D-14197 Berlin, juergen.hartmann@springer.com
Maße: 235 x 155 x 15 mm
Von/Mit: Alexander Iksanov
Erscheinungsdatum: 30.04.2018
Gewicht: 0,406 kg
Artikel-ID: 114227423
Zusammenfassung

Provides a thorough discussion of the state-of-the art in the area with a special emphasis on the methods employed

Gives results in a final form and poses a number of open questions at the same time

Discusses numerous examples and applications

Inhaltsverzeichnis
Preface.- Perturbed random walks.- Affine recurrences.- Random processes with immigration.- Application to branching random walk.- Application to the Bernoulli sieve.- Appendix.- Bibliography.
Details
Erscheinungsjahr: 2018
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: xiv
250 S.
ISBN-13: 9783319840857
ISBN-10: 3319840851
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Iksanov, Alexander
Auflage: Softcover reprint of the original 1st edition 2016
Hersteller: Springer International Publishing
Springer International Publishing AG
Verantwortliche Person für die EU: Springer Basel AG in Springer Science + Business Media, Heidelberger Platz 3, D-14197 Berlin, juergen.hartmann@springer.com
Maße: 235 x 155 x 15 mm
Von/Mit: Alexander Iksanov
Erscheinungsdatum: 30.04.2018
Gewicht: 0,406 kg
Artikel-ID: 114227423
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