Mendeley出力
＜図書＞
Multivariate calibration
| 責任表示 | Harald Martens and Tormod Næs |
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| データ種別 | 図書 |
| 出版情報 | Chichester [England] : Wiley , c1989 |
| 本文言語 | 英語 |
| 大きさ | xvii, 419 p. : ill. ; 24 cm |
| 概要 | Multivariate Calibration Harald Martens, Chemist, Norwegian Food Research Institute, Aas, Norway and Norwegian Computing Center, Oslo, Norway Tormod Nµs, Statistician, Norwegian Food Research Institut..., Aas, Norway The aim of this inter-disciplinary book is to present an up-to-date view of multivariate calibration of analytical instruments, for use in research, development and routine laboratory and process operation. The book is intended to show practitioners in chemistry and technology how to extract the quantitative and understandable information embedded in non-selective, overwhelming and apparently useless measurements by multivariate data analysis. Multivariate calibration is the process of learning how to combine data from several channels, in order to overcome selectivity problems, gain new insight and allow automatic outlier detection. Multivariate calibration is the basis for the present success of high-speed Near-Infrared (NIR) diffuse spectroscopy of intact samples. But the technique is very general: it has shown similar advantages in, for instance, UV, Vis, and IR spectrophotometry, (transmittance, reflectance and fluorescence), for x-ray diffraction, NMR, MS, thermal analysis, chromatography (GC, HPLC) and for electrophoresis and image analysis (tomography, microscopy), as well as other techniques. The book is written at two levels: the main level is structured as a tutorial on the practical use of multivariate calibration techniques. It is intended for university courses and self-study for chemists and technologists, giving one complete and versatile approach, based mainly on data compression methodology in self-modelling PLS regression, with considerations of experimental design, data pre-processing and model validation. A second, more methodological, level is intended for statisticians and specialists in chemometrics. It compares several alternative calibration methods, validation approaches and ways to optimize the models. The book also outlines some cognitive changes needed in analytical chemistry, and suggests ways to overcome some communication problems between statistics and chemistry and technology. 続きを見る |
所蔵情報
| 状態 | 巻次 | 所蔵場所 | 請求記号 | 刷年 | 文庫名称 | 資料番号 | コメント | 予約・取寄 | 複写申込 | 自動書庫 |
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中央図 自動書庫 | 433/Ma 53/58950663 | 1994 |
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068582195006630 |
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書誌詳細
| 一般注記 | Bibliography: p. 385-394 Includes index |
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| 著者標目 | *Martens, Harald A. Næs, Tormod |
| 件 名 | LCSH:Calibration LCSH:Chemistry, Analytic -- Quantitative -- Statistical methods 全ての件名で検索 |
| 分 類 | LCC:QD75.4.C34 DC20:543/.07 |
| 書誌ID | 1000093755 |
| ISBN | 0471909793 |
| NCID | BA10765438 |
| 巻冊次 | ISBN:0471909793 ; PRICE:$155.25 |
| 登録日 | 2009.09.10 |
| 更新日 | 2009.09.10 |