07141cam a2200517Ki 4500 on1045069005 OCoLC 20210423014328.0 m o d cr cnu|||unuuu 180720s2018 enk ob 001 0 eng d N$T eng rda pn N$T N$T OPELS EBLCP OCLCF YDX NLE STF YDX MERUC MERER YDX UKMGB U3W OCLCQ LVT D6H SNK DCT ERF UHL DEBBG ESU OCLCQ S2H OCLCO (S GBB8F3779 bnb 018984812 Uk 1045736697 9780128053300 (electronic book) 0128053305 (electronic book) 9780128053096 0128053097 (OCoLC)1045069005 (OCoLC)1045736697 QD95.5.S75 M35 2018 SCI 013010 bisacsh 543.5 23 Mark, Howard, author. Chemometrics in spectroscopy / Howard Mark, Jerry Workman, Jr. Second edition. London, United Kingdom ; San Diego, CA, United States : Elsevier Ltd. : Academic Press, [2018] 1 online resource text txt rdacontent computer c rdamedia online resource cr rdacarrier Includes bibliographical references and index. 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. Online resource; title from digital title page (viewed on October 22, 2018). Spectrum analysis Statistical methods. Chemometrics. SCIENCE Chemistry Analytic. bisacsh Chemometrics. fast (OCoLC)fst01736550 Spectrum analysis Statistical methods. fast (OCoLC)fst01129124 Electronic books. Electronic books. Workman, Jerry, author. 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 ScienceDirect https://www.sciencedirect.com/science/book/9780128053096 505-00/(S Chapter 13: Experimental Designs, Part 6: Sequential Designs*References; Chapter 14: Experimental Designs, Part 7: β, the Power of a Test*; Reference; Chapter 15: Experimental Designs, Part 8: β, the Power of a Test (Continued)*; Reference; Chapter 16: Experimental Designs, Part 9: Sequential Designs (Concluded)*; Section 4: Analytic Geometry; Chapter 17: Analytic Geometry: Part 1-The Basics in Two and Three Dimensions; The Distance Formula; Direction Notation; The Cosine Function; Direction in 3D Space; Defining Slope in Two Dimensions; Recommended Reading