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


Huge Savings Item! Save 20% on the Bayesian Networks in R: with Applications in Systems Biology (Use R!) by Springer at EMS Linux. MPN: 36 black & white illustrations, 15 black. Hurry! Limited time offer. Offer valid only while supplies last. Bayesian Networks in R with Applications in Systems Biology is unique as it introduces the reader to the essential concepts in Bayesian network


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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 the approaches presented in the book.

Additional Information

Manufacturer:Springer
Brand:Springer
Part Number:36 black & white illustrations, 15 black
Publisher:Springer
Studio:Springer
MPN:36 black & white illustrations, 15 black
EAN:9781461464457
Item Weight:0.55 pounds
Item Size:0.39 x 9.25 x 9.25 inches
Package Weight:0.73 pounds
Package Size:6.1 x 0.39 x 0.39 inches

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

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

Brand: Springer
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