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Bayesian Networks in R: with Applications in Systems Biology (Use R!)

Radhakrishnan Nagarajan, Marco Scutari, Sophie Lèbre




[PDF.px74] Bayesian Networks in R: with Applications in Systems Biology (Use R!)

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 | #107846 in Books |  Springer |  2013-04-27 |  2013-04-27 | Original language:English | PDF # 1 |  9.25 x.39 x6.10l,.55 | File type: PDF | 157 pages

 | Springer

||1 of 1 people found the following review helpful.| Excellent resource for the bnlearn package|By hidden name|Bayesian Networks in R focuses on the bnlearn package in R, and includes information about other Bayesian network packages such as catnet and deal. Table 2.1 shows the features of six different Bayesian network packages; this table alone makes the book valuable since it helps the researcher select the right tool for the| ||“This book is a readable mix of short explanations of Bayesian network principles and implementations in R. I think it is most useful for readers who already have intermediate exposure to both the principles and R implementations. … Each chapter

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...

You can specify the type of files you want, for your gadget.Bayesian Networks in R: with Applications in Systems Biology (Use R!)   |  Radhakrishnan Nagarajan, Marco Scutari, Sophie Lèbre. A good, fresh read, highly recommended.

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