Chemometrics in spectroscopy /
| Main Authors: | , |
|---|---|
| Language: | English |
| Published: |
London, United Kingdom ; San Diego, CA, United States :
Elsevier Ltd. : Academic Press,
[2018]
|
| Edition: | Second edition. |
| Subjects: | |
| Online Access: | ScienceDirect |
Table of Contents:
- 1. A New Beginning
- 2. Elementary Matrix Algebra, Part 1
- 3. Elementary Matrix Algebra, Part 2
- 4. Matrix Algebra and Multiple Linear Regression, Part 1
- 5. Matrix Algebra and Multiple Linear Regression, Part 2
- 6. Matrix Algebra and Multiple Linear Regression, Part 3
- 7. Matrix Algebra and Multiple Linear Regression: Conclusion
- 8. Experimental Designs
- Part 1
- 9. Experimental Designs
- Part 2
- 10. Experimental Designs
- Part 3
- 11. Analytic Geometry, Part I
- 12. Analytic Geometry, Part II
- 13. Analytic Geometry, Part III
- 14. Analytic Geometry, Part IV
- 15. Experimental Designs Part IV
- Varying Parameters to Expand the Design
- 16. Experimental Designs Part V
- One-at-a-time Designs
- 17. Experimental Designs Part VI
- Sequential Designs
- 18. Experimental Designs Part VII, The Power of a Test
- 19. Experimental Designs Part VIII, The Power of a Test (Continued)
- 20. Experimental Designs Part IX
- Sequential Designs Concluded
- 21. Calculating the Solution for Regression Techniques
- Part I: Multivariate Regression Made Simple
- 22. Calculating the Solution for Regression Techniques
- Part II: Principal Component(s) Regression Made Simple
- 23. Calculating the Solution for Regression Techniques
- Part III: Partial Least Squares Regression Made Simple
- 24. Looking Ahead and Behind
- 25. A Simple Question
- 26. Calculating the Solution for Regression Techniques
- Part IV: Singular Value Decomposition
- 27. Linearity in Calibration
- 28. Challenges: Unsolved Problems in Chemometrics
- 29. Linearity in Calibration
- Act II Scene I
- 30. Linearity in Calibration
- Act II Scene II
- 31. Linearity in Calibration
- Act II Scene III
- 32. Linearity in Calibration
- Act II Scene IV
- 33. Linearity in Calibration
- Act II Scene V
- 34. A Blueprint for Collaborative Laboratory Studies
- 35. Using ANOVA for Collaborative Laboratory Studies, Part Two
- 36. Testing for Systematic Error in Collaborative Laboratory Studies, Part Three
- 37. Ranking Test for Collaborative Studies, Part Four
- 38. Efficient Comparison of Two Methods for Collaborative Laboratory Studies
- 39. More About Collaborative Laboratory Studies, a Brief Recap and Additional Resources, Part Five
- 40. Is Noise Brought by the Stork?: Analysis of Noise, Part 1
- 41. Analysis of Noise, Part 2
- 42. Analysis of Noise, Part 3
- 43. Analysis of Noise, Part 4
- 44. Analysis of Noise, Part 5
- 45. Analysis of Noise, Part 6
- 46. Analysis of Noise, Part 7
- 47. Analysis of Noise, Part 8
- 48. Analysis of Noise, Part 9
- 49. Analysis of Noise, Part 10
- 50. Analysis of Noise, Part 11
- 51. Analysis of Noise, Part 12
- 52. Analysis of Noise, Part 13
- 53. Analysis of Noise, Part 14
- 54. Derivatives in Spectroscopy, Part 1: The Behaviour of Derivatives
- 55. Derivatives in Spectroscopy, Part 2: The True Derivative
- 56. Derivatives in Spectroscopy, Part 3: Computing the Derivative
- 57. Derivatives in Spectroscopy, Part 4: Calibrating with Derivatives
- 58. Comparison of Goodness of Fit Statistics, Part I
- 59. Comparison of Goodness of Fit Statistics, Part II
- 60. Comparison of Goodness of Fit Statistics, Part III
- 61. Comparison of Goodness of Fit Statistics, Part IV
- 62. Derivatives in Spectroscopy
- Update
- 63. Linearity in Calibration, Act III, Scene I: The Importance of Non-Linearity
- 64. Linearity in Calibration, Act III, Scene II: The Durbin-Watson Statistic
- 65. Linearity in Calibration, Act III, Scene III: Other Tests for Non-Linearity
- 66. Linearity in Calibration, Act III Scene IV: How To Test For non-Linearity
- 67. Linearity in Calibration, Act III Scene V: Quantifying Non-linearity
- 68. Linearity in Calibration, Act III Scene VI: Quantifying Non-linearity, Part II, and a News Flash
- 69. Connecting Chemometrics to Statistics
- Part 1, the Chemometrics Side
- 70. Connecting Chemometrics to Statistics
- Part 2, the Statistics Side
- 71. Limitations in Analytical Accuracy Part 1
- 72. Limitations in Analytical Accuracy Part 2
- 73. Limitations in Analytical Accuracy Part 3
- 74. The Statistics of Spectral Searches
- 75. The Chemometrics of Imaging Spectroscopy.