{ "item_title" : "Handbook of Statistical Systems Biology", "item_author" : [" Michael Stumpf", "David J. Balding", "Mark Girolami "], "item_description" : "Systems Biology is moving away from the mathematical modeling and subsequent analysis of systems to a full statistical analysis and probabilistic reasoning over the inferences that can be made from these modeling exercises. There is a need for a comprehensive handbook covering the major themes in the area. This book provides a full and detailed treatment of important and emerging fields of statistical systems biology, with focus on characterising uncertainty and stochastic effects in mathematical models of biological systems. * Provides a full and detailed treatment to statistical systems biology. * Written by leading experts in the field. * Introduces statistical methods for complex systems and Bayesian methodology for systems biology. * Covers networks and graphical modeling as well as a wide range of Statistical models and Dynamical systems. * Discusses various applications for statistical systems biology, such as * Gene regulation, and pharmacodynamics. * Features statistical data analysis on numerous technologies, including metabolic and proteomic technologies.", "item_img_path" : "https://covers2.booksamillion.com/covers/bam/0/47/071/086/0470710861_b.jpg", "price_data" : { "retail_price" : "236.95", "online_price" : "236.95", "our_price" : "236.95", "club_price" : "236.95", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }

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