Stochastic Modeling of Scientific Data
Language: English
Published by Springer, 1995
- Hardcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 354.02
Quantity: 1 available
Add to basketItem description from seller
Druck auf Anfrage Neuware - Printed after ordering - Stochastic Modeling of Scientific Data 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 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 analyzed 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 analyzing hidden Markov models is presented. The strength of this text lies in the use of informal language that makes the topic more accessible to non-mathematicians. The combinations of hard science topics with stochastic processes and their statistical inference puts it in a new category of probability textbooks. The numerous examples and exercises are drawn from astronomy, geology, genetics, hydrology, neurophysiology and physics.…
Seller Inventory # 9780412992810
- Title
- Stochastic Modeling of Scientific Data
- Author
- Peter Guttorp
- Publisher
- Springer
- Publication year
- 1995
- Condition
- Neu
- Binding
- Buch
- Language
- English
- ISBN 10
- 0412992817
- ISBN 13
- 9780412992810
- Item weight
- 743 grams
- Dimensions
- 240x161x25 mm
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