Overview
- Editors:
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Bruce R. Kowalski
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Department of Chemistry, University of Washington, Seattle, USA
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Table of contents (19 chapters)
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- Svante Wold, C. Albano, W. J. Dunn III, U. Edlund, K. Esbensen, P. Geladi et al.
Pages 17-95
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- Harald Martens, Tormod Næs
Pages 147-156
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- Michele Forina, Silvia Lanteri
Pages 305-349
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- L. Kaufman, D. L. Massart
Pages 393-401
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- L. Kaufman, D. L. Massart
Pages 403-417
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About this book
At a time when computerized laboratory automation is producing a da ta explosion, chemists are turning to applied mathematics and statistics for the tools to extract useful chemical information from data. This rush to find applicable methods has lead to a somewhat confusing body of literature that represents a barrier to chemists wishing to learn more about chemometrics. The confusion results partly from the mixing of chemical notation and nomenclature with those of statistics, applied mathematics and engineering. Additionally, in the absence of collaboration with mathematicians, chemists have, at times, misused data analysis methodology and even reinvented methods that have seen years of service in other fields. The Chemometrics Society has worked hard to solve this problem since it was founded in 1974 with the goal of improving communications between the chemical sciences and applied mathe matics and statistics. The NATO Advanced Study Institute on Chemometrics is evidence of this fact as it was initiated in response to a call from its membership for advanced training in several areas of chemometrics. This Institute focused on current theory and application in the new field of Chemometrics: Use of mathematical and statistical methods, Ca) to design or select optimal measurement procedures and experiments; and Cb) to provide maximum chemical information by analyzing chemical data. The Institute had two formal themes and two informal themes.
Editors and Affiliations
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Department of Chemistry, University of Washington, Seattle, USA
Bruce R. Kowalski
