Statistical Optimization of Biological Systems
Book Details
Format
Hardback or Cased Book
ISBN-10
1466587083
ISBN-13
9781466587083
Publisher
Taylor & Francis Inc
Imprint
CRC Press Inc
Country of Manufacture
US
Country of Publication
GB
Publication Date
Nov 5th, 2015
Print length
278 Pages
Weight
566 grams
Dimensions
24.30 x 16.30 x 2.20 cms
Product Classification:
OptimizationLife sciences: general issues
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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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