Efficiency In Research, Development
The Statistical Design and Analysis of Chemical Experiments
L. Davies(Author)
Royal Society of Chemistry (Publisher)
Published on 11. August 1993
Book
Paperback/Softback
187 pages
978-0-85186-137-1 (ISBN)
Description
The classic research method of changing only one variable from one experiment to the next can yield important information, but it can also be inefficient and the results only partial. Changing only a single variable means that interaction effects due to two or more variables cannot be detected. The key to efficient identification of significant variables and interactions, and in optimizing processes and products, lies in the statistical techniques of experimental design. Efficiency in Research, Development and Production introduces the most important statistical techniques for experimental design, as well as the most widely applicable procedures to analyse the experimental results. Acting as a workbook, it proceeds through a series of explanations, worked examples, discussions, and practical exercises with brief answers, giving the reader a clear understanding of the scope and limitations of each procedure, as well as the ability to design their own powerful, relevant and economical experiments. This book provides an understanding and consideration of the subject from the viewpoints of the research chemist, the development chemist, the control analyst and the production supervisor and will prove an invaluable aid to both new and experienced experimenters in many different branches of chemistry.
Reviews / Votes
"This deceptively small book could not have appeared at a more opportune time. This text will serve as an excellent introduction to the subject of experimental design, but it should not be considered as merely `introductory'." * Journal of Chemometrics Volume 8, 177-178 (1994) * 'A compact book of 180 pages, this book is bursting with information on how to statistically process data. Its great strength for me was its approach to experimental design which is a subject of growing importance but for which few good practical texts exist. Strongly recommended for its experimental design, this book also offers a good readable source of basic statistical methods such as error and significance testing and deals suitably with optimization procedures.' * The Analyst, February 1995 *More details
Language
English
Place of publication
Cambridge
United Kingdom
Target group
College/higher education
Professional and scholarly
Product notice
Paperback (UK-trade)
Illustrations
Not illustrated
Dimensions
Height: 234 mm
Width: 156 mm
ISBN-13
978-0-85186-137-1 (9780851861371)
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Schweitzer Classification
Content
Economy and Efficiency in Research and Development; Essentials of Statistical Analysis; Some Important Concepts in Design and Analysis; Range-finding Experiments; Factorial Designs at Two Levels; Fractional Factorial Designs at Two Levels; Fractional Factorial Designs in Sequence; Consistency of Processes and Products; The Optimization of Processes and Products; Factorial Experiments at Three Levels; Sequential Operation, Composite Designs, and Response Surface Methodology; Taguchi Methodology; Subject Index.