Quantitative Biology: Theory, Computational Methods, and Models By Brian Munsky

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By : Brian Munsky

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Book Synopsis :

An introduction to the quantitative modeling of biological processes, presenting modeling approaches, methodology, practical algorithms, software tools, and examples of current research.The quantitative modeling of biological processes promises to expand biological research from a science of observation and discovery to one of rigorous prediction and quantitative analysis. The rapidly growing field of quantitative biology seeks to use biology's emerging technological and computational capabilities to model biological processes. This textbook offers an introduction to the theory, methods, and tools of quantitative biology.The book first introduces the foundations of biological modeling, focusing on some of the most widely used formalisms. It then presents essential methodology for model-guided analyses of biological data, covering such methods as network reconstruction, uncertainty quantification, and experimental design; practical algorithms and software packages for modeling

Book Detail :

Author : Brian Munsky

Pages : 728 pages

Publisher : MIT Press

Language :

ISBN-10 : 0262038080

ISBN-13 : 9780262038089

 

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