Bayesian Networks in R 在線電子書 圖書標籤: 統計 R 豆瓣 統計學 科普 數據處理 圖模型 淩水微波
發表於2024-12-25
Bayesian Networks in R 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024
bnlearn包快速上手指南,有的代碼有錯
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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.
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Bayesian Networks in R 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024