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Chemometrics from basick to wavelet transform - Chau F.T

Chau F.T Chemometrics from basick to wavelet transform - Wiley publishing , 2004. - 333 p.
ISBN 0-471-20242-8
Download (direct link): chemometricsfrombasics2004.pdf
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134-140 computing example, 137-140 multiresolution signal decomposition, 134-136 spline wavelets, 136-137 B-spline (Battle-Lemarie) wavelets, 114-116 chemometrics and, 8 signal processing techniques, 11--12 Coiflet functions, 117-119 combined techniques, 225--232 chemical factor analysis, 229--230 classification and pattern recognition, 227--228 regression/calibration combined method, 225--227 wavelet neural networks, 230--232 compact support, 113 conventional techniques, comparisons, 182-183 data compression, 148-166 best-basis/coefficient selection criteria,
158-166 principle and algorithm, 149-154 wavelet packet transform, 155-158 data denoising and smoothing, 166-183 Daubechies wavelets, 116-118 denoising operations, 167-173 hybrid thresholding, 169 median absolute deviation, 169 MINMAX thresholding, 169-170 simulated chromatograms, 170-173
index
SG7
Stein's unbiased risk estimate method, 168-169
visually calibrated adaptive smoothing, 169
fast wavelet algorithm and packet algorithm, 118-134 fast wavelet transform, 119-122 finite discrete signal handling, 125-132 extrapolation, 127 periodization, 128 symmetrization, 127 zero padding, 127 inverse fast wavelet transform, 122-124 packet wavelet transform, 132-134 finite discrete signal handling, 125-132 fundamentals, 99-100 Haar wavelet, 103-108 information resources: books, 12-14
mathematics software, 15-19 online resources, 14-15 Meyer wavelet, 113-114 modern developments, 2 multiresolution signal decomposition, 108-112 principal-component analysis, 67 regularity/smoothness, 113 resolution enhancement, 199-225 fast Fourier transform vs., 221-225 multiresolution signal decomposition algorithm, 212--220 numerical differentiation: continuous wavelet transform,
205--210
discrete wavelet transform, 200--205 methods comparisons, 210-211
smoothing operations, 173-178 two-dimensional wavelet transform, 140-145 implementation, 141-145 multidimensional analysis, 140-141 vanishing moments, 112 White systems, chemometrics and,
9-10
Window factor analysis (WFA): chemometrics and, 7-- 8 two-dimensional signal processing,
86--87 basic principles, 90-94 Window size, Savitsky-Golay filter smoothing, 28--S2
X-ray spectroscopy, wavelet transform applications, 24S Xtricator software, chemometrics applications, 18-19
Zero-component regions: two-dimensional signal processing,
75-76
double-centered background correction, 77-78 wavelet transform, background removal, two-dimensional signals,
196-199
Zero matrix, MATLAB software, 264 Zero mean, Kalman filtering, 34-36 Zero padding, finite discrete signal handling, wavelet transform, 127
CHEMICAL ANALYSIS
A SERIES OF MONOGRAPHS ON ANALYTICAL CHEMISTRY AND ITS APPLICATIONS
J. D. Winefordner, Series Editor
Vol. 1. The Analytical Chemistry of Industrial Poisons, Hazards, and
Solvents. Second Edition. By the late Morris B. Jacobs
Vol. 2. Chromatographic Adsorption Analysis. By Harold H. Strain (out of
print)
Vol. 3. Photometric Determination of Traces of Metals. Fourth Edition
Part I: General Aspects. By E. B. Sandell and Hiroshi Onishi Part IIA: Individual Metals, Aluminum to Lithium. By Hiroshi Onishi Part IIB: Individual Metals, Magnesium to Zirconium. By Hiroshi Onishi
Vol. 4. Organic Reagents Used in Gravimetric and Volumetric Analysis.
By John F. Flagg (out of print)
Vol. 5. Aquametry: A Treatise on Methods for the Determination of Water.
Second Edition (in three parts). By John Mitchell, Jr. and Donald Milton Smith
Vol. 6. Analysis of Insecticides and Acaricides. By Francis A. Gunther and Roger C. Blinn (out of print)
Vol. 7. Chemical Analysis of Industrial Solvents. By the late Morris B. Jacobs and Leopold Schetlan
Vol. 8. Colorimetric Determination of Nonmetals. Second Edition. Edited by the late David F. Boltz and James A. Howell
Vol. 9. Analytical Chemistry of Titanium Metals and Compounds. By
Maurice Codell
Vol. 10. The Chemical Analysis of Air Pollutants. By the late Morris B. Jacobs
Vol. 11. X-Ray Spectrochemical Analysis. Second Edition. By L. S. Birks
Vol. 12. Systematic Analysis of Surface-Active Agents. Second Edition. By Milton J. Rosen and Henry A. Goldsmith
Vol. 13. Alternating Current Polarography and Tensammetry. By B. Breyer and H. H. Bauer
Vol. 14. Flame Photometry. By R. Herrmann and J. Alkemade
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chemical analysis
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15. The Titration of Organic Compounds (in two parts). By M. R. F
Ashworth
16. Complexation in Analytical Chemistry: A Guide for the Critical Selection of Analytical Methods Based on Complexation Reactions. By the late Anders Ringbom
17. Electron Probe Microanalysis. Second Edition. By L. S. Birks
18. Organic Complexing Reagents: Structure, Behavior, and Application to Inorganic Analysis. By D. D. Perrin
19. Thermal Analysis. Third Edition. By Wesley Wm. Wendlandt
20. Amperometric Titrations. By John T. Stock
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