| Edition |
1st ed. |
| Description |
1 online resource (x, 412 pages) : illustrations |
|
text txt rdacontent |
|
computer c rdamedia |
|
online resource cr rdacarrier |
| Series |
Data handling in science and technology, 0922-3487 ; v. 25 |
|
Data handling in science and technology ; v. 25. 0922-3487
|
| Bibliography |
Includes bibliographical references and index. |
| Contents |
How statistics can help -- When the situation is normal -- Changing everything at the same time -- When there are many variables -- Empirical model-building -- Exploring the response surface -- Mixture modeling -- Simplex optimization. |
| Summary |
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. |
| Note |
Print version record. |
| Subject |
Chemometrics.
|
|
Chemistry -- Statistical methods.
|
|
Experimental design.
|
|
Research Design |
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Chimiométrie.
|
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Plan d'expérience.
|
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SCIENCE -- Chemistry -- Analytic.
|
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Chemistry -- Statistical methods
|
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Chemometrics
|
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Experimental design
|
| Added Author |
Scarminio, I. S.
|
|
Barros Neto, B. de.
|
| Other Form: |
Print version: Bruns, R.E. Statistical design--chemometrics. 1st ed. Amsterdam ; Boston : Elsevier, 2006 044452181X 9780444521811 (DLC) 2005056119 (OCoLC)62128057 |
| ISBN |
9780444521811 |
|
044452181X |
|
9780080462134 (electronic bk.) |
|
0080462138 (electronic bk.) |
| Standard No. |
AU@ 000060844898 |
|
DEBBG BV039828726 |
|
DEBBG BV042313946 |
|
DEBSZ 367769638 |
|
DEBSZ 482355972 |
|
NZ1 12435174 |
|
YDXCP 2510843 |
|
AU@ 000074355435 |
|
