Data Analysis for Hyphenated Techniques - 1st Edition - ISBN: 9780444822376, 9780080544755

Data Analysis for Hyphenated Techniques, Volume 17

1st Edition

Authors: E.J. Karjalainen U.P. Karjalainen
Hardcover ISBN: 9780444822376
eBook ISBN: 9780080544755
Imprint: Elsevier Science
Published Date: 14th March 1996
Page Count: 470
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Table of Contents

Part 1 - Analysis of Hyphenated Data 1. Analysis of overlapping spectra. 2. Data preprocessing. 3. Compression with principal components. 4. Techniques for library searches. 5. Neighborhood operations on hyphenated data. 6. Alternating regression. 7. Applying the OSCAR algorithm - A practical example. 8. Applications in other spectroscopies. 9. Validation. 10. AR and factor analysis. 11. Looking ahead.

Part 2 - Computer Programs for Hyphenated Data 12. The starting point. 13. Selecting and preprocessing the raw data. 14. Gathering the statistics from the AR experiment. 15. AR statistics in two dimensions. 16. AR statistics in three dimensions. 17. Selecting an optimal paramater set. 18. Displaying the spectra and elution curves. 19. Calculating the confidence ranges of spectra and elution curves. 20. Looking at the confidence rangs of the spectra and elution curves. 21. Looking at the measurements. 22. Finding help. Appendix. Index.


Description

Part 1 - Analysis of Hyphenated Data 1. Analysis of overlapping spectra. 2. Data preprocessing. 3. Compression with principal components. 4. Techniques for library searches. 5. Neighborhood operations on hyphenated data. 6. Alternating regression. 7. Applying the OSCAR algorithm - A practical example. 8. Applications in other spectroscopies. 9. Validation. 10. AR and factor analysis. 11. Looking ahead.

Part 2 - Computer Programs for Hyphenated Data 12. The starting point. 13. Selecting and preprocessing the raw data. 14. Gathering the statistics from the AR experiment. 15. AR statistics in two dimensions. 16. AR statistics in three dimensions. 17. Selecting an optimal paramater set. 18. Displaying the spectra and elution curves. 19. Calculating the confidence ranges of spectra and elution curves. 20. Looking at the confidence rangs of the spectra and elution curves. 21. Looking at the measurements. 22. Finding help. Appendix. Index.


Details

No. of pages:
470
Language:
English
Copyright:
© Elsevier Science 1996
Published:
Imprint:
Elsevier Science
eBook ISBN:
9780080544755

About the Authors

E.J. Karjalainen Author

U.P. Karjalainen Author

Affiliations and Expertise

Department of Clinical Chemistry, University of Helsinki, Finland