Statistical Optimization of Biological Systems
Book Details
Format
Paperback / Softback
ISBN-10
1138893137
ISBN-13
9781138893139
Publisher
Taylor & Francis Ltd
Imprint
CRC Press
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jul 26th, 2017
Print length
296 Pages
Weight
430 grams
Product Classification:
Epidemiology & medical statisticsEpidemiology and Medical statisticsBiotechnology
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This book explains how to apply non-statistical and statistical techniques to the optimization of biological systems. Employing real-life bioprocess optimization problems and their solutions as examples, the text describes experimental design from identifying process variables to selecting a screening design, applying response surface methodology, and conducting regression modeling. It demonstrates the statistical analysis and optimization of different experimental designs, details the optimization techniques employed to determine optimum levels of the process variables for both single- and multiple-response systems, and discusses important experimental designs.
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