Review of Chemometrics Applied to Spectroscopy: 1985-95, Part I

作者: Jerome J Workman JR , Paul R Mobley , Bruce R Kowalski , Rasmus Bro

DOI: 10.1080/05704929608000565

关键词: Chemical measurementScientific thinkingChemistChemometricsManagement scienceStatistician

摘要: INTRODUCTION Chemometrics can generally be described as the application of mathematical and statistical methods to 1) improve chemical measurement processes, 2) extract more useful information from physical data. Recent advances in this discipline have led a new breed analytical tools– microprocessor controlled “intelligent” instrumentation. data analysis systems. represents broadest sense penetration serious science into realm chemist. Prior introduction formal subdiscipline chemistry, termed chemometrics, chemists applied much mathematics they had available for research problem solving, but general, use experimental design were relegated engineer or specialist statistician; did life was simple. The current trend scientific thinking across disciplines involves multivariate approach. world is not so s...

参考文章(176)
Terje V. Karstang, Rolf Manne, Optimized scaling. A novel approach to linear calibration with closed data sets Chemometrics and Intelligent Laboratory Systems. ,vol. 14, pp. 165- 173 ,(1992) , 10.1016/0169-7439(92)80101-9
Hans F. Grahn, Jan Sääf, Multivariate image regression and analysis: Useful techniques for the evaluation of clinical magnetic resonance images Chemometrics and Intelligent Laboratory Systems. ,vol. 14, pp. 391- 396 ,(1992) , 10.1016/0169-7439(92)80120-S
Robert A. Hoult, Alan M. Ganz, David H. Tracy, Standardizing and calibrating a spectrometric instrument ,(1993)
Philip B. Stark, Michael M. Herron, Abigail Matteson, Empirically Minimax Affine Mineralogy Estimates from Fourier Transform Infrared Spectrometry Using a Decimated Wavelet Basis Applied Spectroscopy. ,vol. 47, pp. 1820- 1829 ,(1993) , 10.1366/0003702934066163
Paul Geladi, Kim Esbensen, The start and early history of chemometrics: Selected interviews. Part 1 Journal of Chemometrics. ,vol. 4, pp. 337- 354 ,(1990) , 10.1002/CEM.1180040503
Howard. Mark, Normalized distances for qualitative near-infrared reflectance analysis Analytical Chemistry. ,vol. 58, pp. 379- 384 ,(1986) , 10.1021/AC00293A026
Guillermo E. Arteaga, Yasumi Horimoto, Eunice Li-Chan, Shuryo Nakai, Partial least-squares regression of fourth-derivative ultraviolet absorbance spectra predicts composition of protein mixtures : application to bovine caseins Journal of Agricultural and Food Chemistry. ,vol. 42, pp. 1938- 1942 ,(1994) , 10.1021/JF00045A020