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Englisch
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Beschreibung
Assuming only an undergraduate-level background in mathematics, this book explains the power of thinking probabilistically through a diverse set of applications drawn from science. It covers a wide range of topics never before discussed together in a unified fashion while keeping technicalities to a minimum.
Assuming only an undergraduate-level background in mathematics, this book explains the power of thinking probabilistically through a diverse set of applications drawn from science. It covers a wide range of topics never before discussed together in a unified fashion while keeping technicalities to a minimum.
Über den Autor
Ariel Amir is a Professor at Harvard University, Massachusetts. His research centers on the theory of complex systems.
Inhaltsverzeichnis
1. Introduction; 2. Random walks; 3. Langevin and Focker-Planck equations and their applications; 4. Escape over a barrier; 5. Noise; 6. Generalized central limit theorem and extreme value statistics; 7. Anomalous diff usion; 8. Random matrix theory; 9. Percolation theory; Appendix A. Review of basic probability concepts and common distributions; Appendix B. A brief linear algebra reminder, and some Gaussian integrals; Appendix C. Contour integration and Fourier transform refresher; Appendix D. Review of Newtonian mechanics, basic statistical mechanics and Hessians; Appendix E. Minimizing functionals, the divergence theorem and saddle point approximations; Appendix F. Notation, notation...; References; Index.
Details
| Erscheinungsjahr: | 2020 |
|---|---|
| Fachbereich: | Allgemeines |
| Genre: | Importe, Mathematik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Inhalt: | Kartoniert / Broschiert |
| ISBN-13: | 9781108789981 |
| ISBN-10: | 1108789986 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: | Amir, Ariel |
| Hersteller: | Cambridge University Press |
| Verantwortliche Person für die EU: | preigu, Ansas Meyer, Lengericher Landstr. 19, D-49078 Osnabrück, mail@preigu.de |
| Maße: | 244 x 169 x 17 mm |
| Von/Mit: | Ariel Amir |
| Erscheinungsdatum: | 17.12.2020 |
| Gewicht: | 0,442 kg |
Über den Autor
Ariel Amir is a Professor at Harvard University, Massachusetts. His research centers on the theory of complex systems.
Inhaltsverzeichnis
1. Introduction; 2. Random walks; 3. Langevin and Focker-Planck equations and their applications; 4. Escape over a barrier; 5. Noise; 6. Generalized central limit theorem and extreme value statistics; 7. Anomalous diff usion; 8. Random matrix theory; 9. Percolation theory; Appendix A. Review of basic probability concepts and common distributions; Appendix B. A brief linear algebra reminder, and some Gaussian integrals; Appendix C. Contour integration and Fourier transform refresher; Appendix D. Review of Newtonian mechanics, basic statistical mechanics and Hessians; Appendix E. Minimizing functionals, the divergence theorem and saddle point approximations; Appendix F. Notation, notation...; References; Index.
Details
| Erscheinungsjahr: | 2020 |
|---|---|
| Fachbereich: | Allgemeines |
| Genre: | Importe, Mathematik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Inhalt: | Kartoniert / Broschiert |
| ISBN-13: | 9781108789981 |
| ISBN-10: | 1108789986 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: | Amir, Ariel |
| Hersteller: | Cambridge University Press |
| Verantwortliche Person für die EU: | preigu, Ansas Meyer, Lengericher Landstr. 19, D-49078 Osnabrück, mail@preigu.de |
| Maße: | 244 x 169 x 17 mm |
| Von/Mit: | Ariel Amir |
| Erscheinungsdatum: | 17.12.2020 |
| Gewicht: | 0,442 kg |
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