Chemometrics in Spectroscopy (Second Edition)

Chemometrics in Spectroscopy (Second Edition) – Ebook Instant Download/Delivery ISBN(s): 9780128053096,0128053097,9780080548388, 0080548385

Product detail:

• ISBN 10: 0080548385
• ISBN 13: 9780123740243
• Author: Mark Howard, Workman Jerry Jr.

Chemometrics in Spectroscopy builds upon the statistical information covered in other books written by these leading authors in the field by providing a broader range of mathematics and progressing into the fundamentals of multivariate and experimental data analysis. Subjects covered in this work include: matrix algebra, analytic geometry, experimental design, calibration regression, linearity, design of collaborative laboratory studies, comparing analytical methods, noise analysis, use of derivatives, analytical accuracy, analysis of variance, and much more are all part of this chemometrics compendium. Developed in the form of a tutorial offering a basic hands-on approach to chemometric and statistical analysis for analytical scientists, experimentalists, and spectroscopists. Without using complicated mathematics, Chemometrics in Spectroscopy demonstrates the basic principles underlying the use of common experimental, chemometric, and statistical tools. Emphasis has been given to problem-solving applications and the proper use and interpretation of data used for scientific research.

Table of contents:

1. Chapter 1. A New Beginning . . .
2. Chapter 2. Elementary Matrix Algebra: Part 1
3. Chapter 3. Elementary Matrix Algebra: Part 2
4. Chapter 4. Matrix Algebra and Multiple Linear Regression: Part 1
5. Chapter 5. Matrix Algebra and Multiple Linear Regression: Part 2
6. Chapter 6. Matrix Algebra and Multiple Linear Regression: Part 3 – The Concept of Determinants
7. Chapter 7. Matrix Algebra and Multiple Linear Regression: Part 4 – Concluding Remarks
8. Chapter 8. Experimental Designs: Part 1
9. Chapter 9. Experimental Designs: Part 2
10. Chapter 10. Experimental Designs: Part 3
11. Chapter 11. Analytic Geometry: Part 1 – The Basics in Two and Three Dimensio
12. Chapter 12. Analytic Geometry: Part 2 – Geometric Representation of Vectors and Algebraic Operatio
13. Chapter 13. Analytic Geometry: Part 3 – Reducing Dimensionality
14. Chapter 14. Analytic Geometry: Part 4 – The Geometry of Vectors and Matrices

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