Random walk: a modern introduction
Random walks are stochastic processes formed by successive summation of independent, identically distributed random variables and are one of the most studied topics in probability theory. This contemporary introduction evolved from courses taught at Cornell University and the University of Chicago b...
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| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cambridge
Cambridge University Press
2010
|
| Series: | Cambridge studies in advanced mathematics
123 |
| Subjects: | |
| Online Access: | BSB01 FHN01 UBR01 Volltext |
| Summary: | Random walks are stochastic processes formed by successive summation of independent, identically distributed random variables and are one of the most studied topics in probability theory. This contemporary introduction evolved from courses taught at Cornell University and the University of Chicago by the first author, who is one of the most highly regarded researchers in the field of stochastic processes. This text meets the need for a modern reference to the detailed properties of an important class of random walks on the integer lattice. It is suitable for probabilists, mathematicians working in related fields, and for researchers in other disciplines who use random walks in modeling |
| Item Description: | Title from publisher's bibliographic system (viewed on 05 Oct 2015) |
| Physical Description: | 1 online resource (xii, 364 Seiten) |
| ISBN: | 9780511750854 |
| DOI: | 10.1017/CBO9780511750854 |
Staff View
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Record in the Search Index
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| author | Lawler, Gregory F. 1955- |
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| contents | Introduction -- Local central limit theorem -- Approximation by Brownian motion -- The Green's function -- One-dimensional walks -- Potential theory -- Dyadic coupling -- Additional topics on simple random walk -- Loop measures -- Intersection probabilities for random walks -- Loop-erased random walk |
| ctrlnum | (ZDB-20-CBO)CR9780511750854 (OCoLC)839035421 (DE-599)BVBBV043940754 |
| dewey-full | 519.2/82 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.2/82 |
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| dewey-sort | 3519.2 282 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
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| isbn | 9780511750854 |
| language | English |
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| spelling | Lawler, Gregory F. 1955- Verfasser (DE-588)123908671 aut Random walk a modern introduction Gregory F. Lawler, Vlada Limic Cambridge Cambridge University Press 2010 1 online resource (xii, 364 Seiten) txt rdacontent c rdamedia cr rdacarrier Cambridge studies in advanced mathematics 123 Title from publisher's bibliographic system (viewed on 05 Oct 2015) Introduction -- Local central limit theorem -- Approximation by Brownian motion -- The Green's function -- One-dimensional walks -- Potential theory -- Dyadic coupling -- Additional topics on simple random walk -- Loop measures -- Intersection probabilities for random walks -- Loop-erased random walk Random walks are stochastic processes formed by successive summation of independent, identically distributed random variables and are one of the most studied topics in probability theory. This contemporary introduction evolved from courses taught at Cornell University and the University of Chicago by the first author, who is one of the most highly regarded researchers in the field of stochastic processes. This text meets the need for a modern reference to the detailed properties of an important class of random walks on the integer lattice. It is suitable for probabilists, mathematicians working in related fields, and for researchers in other disciplines who use random walks in modeling Random walks (Mathematics) Irrfahrtsproblem (DE-588)4162442-7 gnd rswk-swf 1\p (DE-588)4123623-3 Lehrbuch gnd-content Irrfahrtsproblem (DE-588)4162442-7 s DE-604 Limic, Vlada Sonstige (DE-588)141817623 oth Erscheint auch als Druck-Ausgabe 978-0-521-51918-2 Cambridge studies in advanced mathematics 123 (DE-604)BV044781283 123 https://doi.org/10.1017/CBO9780511750854 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Lawler, Gregory F. 1955- Random walk a modern introduction Cambridge studies in advanced mathematics Introduction -- Local central limit theorem -- Approximation by Brownian motion -- The Green's function -- One-dimensional walks -- Potential theory -- Dyadic coupling -- Additional topics on simple random walk -- Loop measures -- Intersection probabilities for random walks -- Loop-erased random walk Random walks (Mathematics) Irrfahrtsproblem (DE-588)4162442-7 gnd |
| subject_GND | (DE-588)4162442-7 (DE-588)4123623-3 |
| title | Random walk a modern introduction |
| title_auth | Random walk a modern introduction |
| title_exact_search | Random walk a modern introduction |
| title_full | Random walk a modern introduction Gregory F. Lawler, Vlada Limic |
| title_fullStr | Random walk a modern introduction Gregory F. Lawler, Vlada Limic |
| title_full_unstemmed | Random walk a modern introduction Gregory F. Lawler, Vlada Limic |
| title_short | Random walk |
| title_sort | random walk a modern introduction |
| title_sub | a modern introduction |
| topic | Random walks (Mathematics) Irrfahrtsproblem (DE-588)4162442-7 gnd |
| topic_facet | Random walks (Mathematics) Irrfahrtsproblem Lehrbuch |
| url | https://doi.org/10.1017/CBO9780511750854 |
| volume_link | (DE-604)BV044781283 |
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