Stochastic Modeling of Scientific Data
This text combines stochastic modeling and statistical inference in a variety of standard and less common models, such as point processes, Markov random fields and hidden Markov models, in a clear, thoughtful and succinct manner. The main distinguishing feature of this work is that, in addition to probability theory, it contains statistical aspects of model fitting and a variety of data sets that are either analysed in the text or used as exercises. Markov chain Monte Carlo methods are introduced for evaluating likelihoods in complicated models and the forward - backward algorithm for analysing hidden Markov models is presented. The numerous…
Mehr
CHF 220.00
Preise inkl. MwSt. und Versandkosten (Portofrei ab CHF 40.00)
V112:
Lieferbar in ca. 10-20 Arbeitstagen
Produktdetails
- ISBN: 978-0-412-99281-0
- EAN: 9780412992810
- Produktnummer: 1391143
- Verlag: Taylor and Francis
- Sprache: Englisch
- Erscheinungsjahr: 1995
- Seitenangabe: 384 S.
- Masse: H23.4 cm x B15.6 cm x D2.4 cm 870 g
- Abbildungen: Farb., s/w. Abb.
- Gewicht: 870
Über den Autor
Guttorp\, Peter
12 weitere Werke von Peter Guttorp:
Bewertungen
Anmelden