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Statistical Design - Chemometrics: Data Handling in Science and Technology, cartea 25

Autor Roy E Bruns, Ieda Spacino Scarminio, Benicio de Barros Neto
en Limba Engleză Hardback – 26 ian 2006
Statistical Design-Chemometrics is applicable to researchers and professionals who wish to perform experiments in chemometrics and carry out analysis of the data in the most efficient way possible. The language is clear, direct and oriented towards real applications. The book provides 106 exercises with answers to accompany the study of theoretical principles. Forty two cases studies with real data are presented showing designs and the complete statistical analyses for problems in the areas chromatography, electroanalytical and electrochemistry, calibration, polymers, gas adsorption, semiconductors, food technology, biotechnology, photochemistry, catalysis, detergents and ceramics. These studies serve as a guide that the reader can use to perform correct data analyses.

-Provides 42 case studies containing step-by-step descriptions of calculational procedures that can be applied to most real optimization problems-Contains 106 theoretical exercises to test individual learning and to provide classroom exercises and material for written tests and exams-Written in a language that facilitates learning for physical and biological scientists and engineers-Takes a practical approach for those involved in industrial optimization problems
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Specificații

ISBN-13: 9780444521811
ISBN-10: 044452181X
Pagini: 422
Dimensiuni: 165 x 240 x 21 mm
Greutate: 0.89 kg
Editura: ELSEVIER SCIENCE
Seria Data Handling in Science and Technology


Public țintă

-Researchers in the chemical, pharmaceutical, food and related industries
-3rd & 4th year undergraduate students and graduate university students in physical science, biological science, chemical and mechanical engineers, food technology, and environmental science

Cuprins

1. How statistics can help 2. When the situation is normal3. Changing everything at the same time4. When there are many variables5. Empirical model-building 6. Exploring the response surface7. Mixtures modeling 8. Simplex optimization

Recenzii

"The authors are academic chemists from various universities in Brazil, and indeed the book is a translation of an original text in Portuguese. The quality of the translation is excellent; very clear and readable expositions are provided for all concepts. The pain of learning the statistics is ameliorated by the authors' almost whimsical style. All in all, a very competent and thorough introduction to this important area." --Derek Robinson, Pontypool, UK, Vol. 10, No. 5, 2006, ORGANIC PROCESS RESEARCH AND DEVELOPMENT