Discrete Stochastic Processes and Applications
Produktnummer:
18158ba2eb0f03483c8a60302991e16be4
| Autor: | Collet, Jean-François |
|---|---|
| Themengebiete: | Brownian motion Markov chains Markov processes Perron-Frobenius theorem Poisson process coding theory graduate textbook adoption information theory probability information theory search engine design |
| Veröffentlichungsdatum: | 13.04.2018 |
| EAN: | 9783319740171 |
| Sprache: | Englisch |
| Seitenzahl: | 220 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Springer International Publishing |
Produktinformationen "Discrete Stochastic Processes and Applications"
This unique text for beginning graduate students gives a self-contained introduction to the mathematical properties of stochastics and presents their applications to Markov processes, coding theory, population dynamics, and search engine design. The book is ideal for a newly designed course in an introduction to probability and information theory. Prerequisites include working knowledge of linear algebra, calculus, and probability theory. The first part of the text focuses on the rigorous theory of Markov processes on countable spaces (Markov chains) and provides the basis to developing solid probabilistic intuition without the need for a course in measure theory. The approach taken is gradual beginning with the case of discrete time and moving on to that of continuous time. The second part of this text is more applied; its core introduces various uses of convexity in probability and presents a nice treatment of entropy.
Sie möchten lieber vor Ort einkaufen?
Sie haben Fragen zu diesem oder anderen Produkten oder möchten einfach gerne analog im Laden stöbern? Wir sind gerne für Sie da und beraten Sie auch telefonisch.
Juristische Fachbuchhandlung
Georg Blendl
Parcellistraße 5 (Maxburg)
8033 München
Montag - Freitag: 8:15 -18 Uhr
Samstags geschlossen