The theory of spatial models over lattices, or random fields as they are known, has developed significantly over recent years. This book provides a graduate-level introduction to the subject which assumes only a basic knowledge of probability and statistics, finite Markov chains, and the spectral theory of second-order processes. A particular strength of this book is its emphasis on examples - both to motivate the theory which is being developed, and to demonstrate the applications which range from statistical mechanics to image analysis and from statistics to stochastic algorithms.
Produkteigenschaften
- Artikelnummer: 9780387944289
- Medium: Buch
- ISBN: 978-0-387-94428-9
- Verlag: SPRINGER NATURE
- Erscheinungstermin: 30.06.1995
- Sprache(n): Englisch
- Auflage: 1995
- Serie: Probability and Its Applicatio
- Produktform: Gebunden
- Gewicht: 1240 g
- Seiten: 256
- Format (B x H x T): 160 x 241 x 20 mm
- Ausgabetyp: Kein, Unbekannt
