Bayesian Networks in R

Language: English

Published by Springer, Humana Apr 2013, 2013

1461464455 / 9781461464457

Series: Book 1 of 68 - Use R!

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This item is printed on demand - Print on Demand Titel. Neuware -Bayesian Networks in R with Applications in Systems Biology is unique as it introduces the reader to the essential concepts in Bayesian network modeling and inference in conjunction with examples in the open-source statistical environment R. The level of sophistication is also gradually increased across the chapters with exercises and solutions for enhanced understanding for hands-on experimentation of the theory and concepts. The application focuses on systems biology with emphasis on modeling pathways and signaling mechanisms from high-throughput molecular data. Bayesian networks have proven to be especially useful abstractions in this regard. Their usefulness is especially exemplified by their ability to discover new associations in addition to validating known ones across the molecules of interest. It is also expected that the prevalence of publicly available high-throughput biological data sets may encourage the audience to explore investigating novel paradigms using theapproaches presented in the book.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 172 pp. Englisch.…

Seller Inventory # 9781461464457

Title
Bayesian Networks in R
Author
Radhakrishnan Nagarajan
Publisher
Springer, Humana Apr 2013
Publication year
2013
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1461464455
ISBN 13
9781461464457
Item weight
271 grams
Dimensions
235x155x10 mm
Series
Book 1 of 68: Use R!

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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