| Edition |
Second edition. |
| Description |
1 online resource |
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text txt rdacontent |
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computer c rdamedia |
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online resource cr rdacarrier |
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text file rdaft |
| Bibliography |
Includes bibliographical references and index. |
| 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. |
| Note |
Online resource; title from digital title page (viewed on October 22, 2018). |
| Subject |
Spectrum analysis -- Statistical methods.
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Chemometrics.
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Chimiométrie.
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SCIENCE -- Chemistry -- Analytic.
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Chemometrics
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Spectrum analysis -- Statistical methods
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| Added Author |
Workman, Jerry, Jr., author.
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| Other Form: |
Print version: Mark, Howard. Chemometrics in spectroscopy. Second edition. London, United Kingdom ; San Diego, CA, United States : Elsevier Ltd. : Academic Press, [2018] 0128053097 9780128053096 (OCoLC)1011514785 |
| ISBN |
9780128053300 (electronic book) |
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0128053305 (electronic book) |
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9780128053096 |
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0128053097 |
| Standard No. |
(WaSeSS)ssj0002454429 |
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AU@ 000063801663 |
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UKMGB 018984812 |
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