Chemometrics in Spectroscopy
eBook - ePub

Chemometrics in Spectroscopy

Howard Mark,Jerry Workman Jr.

  1. 1,090 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Chemometrics in Spectroscopy

Howard Mark,Jerry Workman Jr.

Book details
Table of contents
Citations

About This Book

Chemometrics in Spectroscopy, Second Edition, provides the reader with the methodology crucial to apply chemometrics to real world data. It allows scientists using spectroscopic instruments to find explanations and solutions to their problems when they are confronted with unexpected and unexplained results. Unlike other books on these topics, it explains the root causes of the phenomena that lead to these results. While books on NIR spectroscopy sometimes cover basic chemometrics, they do not mention many of the advanced topics this book discusses. In addition, traditional chemometrics books do not cover spectroscopy to the point of understanding the basis for the underlying phenomena.

The second edition has been expanded with 50% more content covering advances in the field that have occurred in the last 10 years, including calibration transfer, units of measure in spectroscopy, principal components, clinical data reporting, classical least squares, regression models, spectral transfer, and more.

  • Written in the column format of the authors' online magazine
  • Presents topical and important chapters for those involved in analysis work, both research and routine
  • Focuses on practical issues in the implementation of chemometrics for NIR Spectroscopy
  • Includes a companion website with 350 additional color figures that illustrate CLS concepts

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Information

Publisher
Academic Press
Year
2018
ISBN
9780128053300
Edition
2
Topic
Scienze fisiche
Subtopic
Chimica analitica

Table of contents

  1. Cover image
  2. Title page
  3. Table of Contents
  4. Copyright
  5. Dedication
  6. Preface to the First Edition
  7. Preface to the Second Edition
  8. Chapter 1: A New Beginning …
  9. Section 1: Elementary Matrix Algebra
  10. Section 2: Matrix Algebra and Multiple Linear Regression
  11. Section 3: Experimental Designs
  12. Section 4: Analytic Geometry
  13. Section 5: Regression Techniques
  14. Section 6: Linearity in Calibration
  15. Section 7: Collaborative Laboratory Studies
  16. Section 8: Analysis of Noise
  17. Section 9: Derivatives
  18. Section 10: Goodness of Fit Statistics
  19. Section 11: More About Linearity in Calibration
  20. Section 12: Connecting Chemometrics to Statistics
  21. Section 13: Limitations in Analytical Accuracy
  22. Section 14: Derivations of Principal Components
  23. Section 15: Clinical Data Reporting
  24. Section 16: Classical Least Squares (CLS)
  25. Section 17: Transfer of Calibrations
  26. Section 18: The Importance of Units of Measure
  27. Section 19: The Best Calibration Model
  28. Section 20: Statistics
  29. Section 21: Outliers
  30. Section 22: Spectral Transfer: Making Instruments Agree
  31. Section 23: Applying Standard Reference Materials
  32. Section 24: More About CLS
  33. Index
Citation styles for Chemometrics in Spectroscopy

APA 6 Citation

Mark, H., & Workman, J. (2018). Chemometrics in Spectroscopy (2nd ed.). Academic Press. Retrieved from https://www.perlego.com/book/1833954 (Original work published 2018)

Chicago Citation

Mark, Howard, and Jerry Workman. (2018) 2018. Chemometrics in Spectroscopy. 2nd ed. Academic Press. https://www.perlego.com/book/1833954.

Harvard Citation

Mark, H. and Workman, J. (2018) Chemometrics in Spectroscopy. 2nd edn. Academic Press. Available at: https://www.perlego.com/book/1833954 (Accessed: 25 June 2024).

MLA 7 Citation

Mark, Howard, and Jerry Workman. Chemometrics in Spectroscopy. 2nd ed. Academic Press, 2018. Web. 25 June 2024.