Chemometrics
eBook - PDF

Chemometrics

Statistics and Computer Application in Analytical Chemistry

  1. English
  2. PDF
  3. Available on iOS & Android
eBook - PDF

Chemometrics

Statistics and Computer Application in Analytical Chemistry

About this book

Chemometrics

Explore chemometrics from basic statistics to the latest artificial intelligence and neural network developments in this new edition

Chemometrics is an area of study combining chemistry and mathematics. It governs the interpretation of data generated by chemical analysis, and its growth as a subfield promises to streamline and revolutionize analytical chemistry.

Chemometrics has long been the leading introductory textbook in this subject. Beginning with an introduction to the statistical-mathematical evaluation of chemical measurements, it leads readers through modern chemometric approaches in a pedagogically sound and highly readable style. Now fully updated to reflect the latest research and applications of this exciting discipline, it provides essential tools for a new generation of analytical chemists.

Readers of the fourth edition of Chemometrics will also find:

  • New or expanded treatment of subjects such as deep learning, ANNOVA simultaneous component analysis, instrumental data output, and more
  • Detailed discussion of approaches to signal processing, design and optimization of experiments, pattern recognition and classification, and many other areas
  • Balance of theoretical and practical knowledge to enable rapid application of key techniques

Chemometrics is ideal for advanced students in chemistry, analytical chemistry, pharmaceutical chemistry, biochemistry, or related subjects, and as a useful reference for practicing researchers and laboratory professionals.

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Yes, you can access Chemometrics by Matthias Otto in PDF and/or ePUB format, as well as other popular books in Physical Sciences & Biostatistics. We have over one million books available in our catalogue for you to explore.

Information

Publisher
Wiley-VCH
Year
2023
Print ISBN
9783527352661
eBook ISBN
9783527843787

Table of contents

  1. Cover
  2. Title Page
  3. Copyright
  4. Contents
  5. Preface
  6. List of Abbreviations
  7. Chapter 1 What is Chemometrics?
  8. Chapter 2 Basic Statistics
  9. Chapter 3 Signal Processing and Time Series Analysis
  10. Chapter 4 Optimization and Experimental Design
  11. Chapter 5 Pattern Recognition and Classification
  12. Chapter 6 Modeling
  13. Chapter 7 Analytical Databases
  14. Chapter 8 Knowledge Processing and Soft Computing
  15. Chapter 9 Quality Assurance and Good Laboratory Practice
  16. Appendix
  17. Index
  18. EULA