Mathematical processing of spectral data in analytical chemistry : a guide to error analysis /
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Main Authors: | |
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Published: |
Cambridge Scholars Publishing,
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Publisher Address: | Newcastle upon Tyne, UK : |
Publication Dates: | 2018. |
Literature type: | Book |
Language: | English |
Subjects: | |
Carrier Form: | xiii, 363 pages : illustrations, forms ; 22 cm |
Bibliography: | Includes bibliographical references (pages [325]-356) and index. |
ISBN: |
9781527511521 (hardback) : 1527511529 (hardback) |
Index Number: | QD95 |
CLC: | O657.3 |
Call Number: | O657.3/D819 |
Contents: |
Analysis of noise in spectral measurements -- Preprocessing of spectral data -- Calibration and prediction in analytical spectrometry -- Accuracy and precision in analytical spectrometry -- Single-point analysis -- Estimation of prediction errors in univariate calibration -- Information content of the univariate quantitative analysis -- The least squares method -- The principle component regression -- The partial least squares regression -- Tikhonov regularization -- Linear transformations of multivariate calibration models -- Multi-points ratio spectra analysis -- Estimation of |