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- W1036281500 abstract "This chapter discusses the application of statistics and algorithms in spectroscopic analysis. The availability of very powerful microcomputers, together with the proliferation of sophisticated computer programs that implement the most complex of mathematical operations and bring them within the reach of most practicing scientists has created a situation virtually unprecedented in analytical chemistry. One of the current trends in modern analytical spectroscopy is the incorporation of highly sophisticated mathematical algorithms into the computers and instrumentation used to extract useful information from raw spectral data. While methods such as principal component analysis, partial least squares, and even a “simple” technique as multiple regression analysis are founded in the science of statistics, few chemists or spectroscopists are aware of the basis of these algorithms, or proper methods of determining the meaning of the results produced. The chapter helps provide the chemists/spectroscopists with a tutorial on the basic mathematical/statistical tools needed to use statistics correctly and to properly evaluate situations to which statistical concepts apply." @default.
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- W1036281500 date "2003-01-01" @default.
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- W1036281500 title "Introduction: Why this book?" @default.
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