Chemometrics in spectroscopy:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Amsterdam [u.a.]
Elsevier [u.a.]
2007
|
| Edition: | 1. ed. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Includes bibliographical references and index. - Formerly CIP |
| Physical Description: | IX, 526 S., [18] Bl. graph. Darst. 25cm |
| ISBN: | 012374024X 9780123740243 |
Staff View
MARC
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Record in the Search Index
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| adam_text | Contents
Preface xi
Note to Readers xiii
1. A New Beginning ... 1
2. Elementary Matrix Algebra: Part 1 9
3. Elementary Matrix Algebra: Part 2 17
4. Matrix Algebra and Multiple Linear Regression: Part 1 23
5. Matrix Algebra and Multiple Linear Regression: Part 2 33
6. Matrix Algebra and Multiple Linear Regression: Part 3 The Concept of
Determinants 43
7. Matrix Algebra and Multiple Linear Regression: Part 4 Concluding
Remarks 47
8. Experimental Designs: Part 1 51
9. Experimental Designs: Part 2 57
10. Experimental Designs: Part 3 63
11. Analytic Geometry: Part 1 The Basics in Two and Three Dimensions 71
12. Analytic Geometry: Part 2 Geometric Representation of Vectors and
Algebraic Operations 77
13. Analytic Geometry: Part 3 Reducing Dimensionality 81
14. Analytic Geometry: Part 4 The Geometry of Vectors and Matrices 85
15. Experimental Designs: Part 4 Varying Parameters to Expand the Design 89
16. Experimental Designs: Part 5 One at a time Designs 91
17. Experimental Designs: Part 6 Sequential Designs 93
18. Experimental Designs: Part 7 )3, the Power of a Test 97
19. Experimental Designs: Part 8 /3, the Power of a Test (Continued) 101
20. Experimental Designs: Part 9 Sequential Designs Concluded 103
21. Calculating the Solution for Regression Techniques:
Part 1 Multivariate Regression Made Simple 107
22. Calculating the Solution for Regression Techniques: Part 2 Principal
Component(s) Regression Made Simple 109
23. Calculating the Solution for Regression Techniques: Part 3 Partial Least
Squares Regression Made Simple 113
24. Looking Behind and Ahead: Interlude 117
25. A Simple Question: The Meaning of Chemometrics Pondered 119
26. Calculating the Solution for Regression Techniques: Part 4 Singular
Value Decomposition 127
27. Linearity in Calibration 131
28. Challenges: Unsolved Problems in Chemometrics 135
29. Linearity in Calibration: Act II Scene I 141
30. Linearity in Calibration: Act II Scene II Reader s Comments . .. 145
31. Linearity in Calibration: Act II Scene III 149
viii Contents
32. Linearity in Calibration: Act II Scene IV 159
33. Linearity in Calibration: Act II Scene V 163
34. Collaborative Laboratory Studies: Part 1 A Blueprint 167
35. Collaborative Laboratory Studies: Part 2 using ANOVA 179
36. Collaborative Laboratory Studies: Part 3 Testing for Systematic Error 183
37. Collaborative Laboratory Studies: Part 4 Ranking Test 185
38. Collaborative Laboratory Studies: Part 5 Efficient Comparison of Two
Methods 187
39. Collaborative Laboratory Studies: Part 6 MathCad Worksheet Text 193
40. Is Noise Brought by the Stork? Analysis of Noise: Part 1 223
41. Analysis of Noise: Part 2 227
42. Analysis of Noise: Part 3 235
43. Analysis of Noise: Part 4 243
44. Analysis of Noise: Part 5 253
45. Analysis of Noise: Part 6 271
46. Analysis of Noise: Part 7 277
47. Analysis of Noise: Part 8 285
48. Analysis of Noise: Part 9 293
49. Analysis of Noise: Part 10 299
50. Analysis of Noise: Part 11 313
51. Analysis of Noise: Part 12 317
52. Analysis of Noise: Part 13 323
53. Analysis of Noise: Part 14 329
54. Derivatives in Spectroscopy: Part 1 The Behavior of the Derivative 339
55. Derivatives in Spectroscopy: Part 2 The True Derivative 351
56. Derivatives in Spectroscopy: Part 3 Computing the Derivative 359
57. Derivatives in Spectroscopy: Part 4 Calibrating with Derivatives 371
58. Comparison of Goodness of Fit Statistics for Linear Regression:
Part 1 Introduction 379
59. Comparison of Goodness of Fit Statistics for Linear Regression:
Part 2 The Correlation Coefficient 385
60. Comparison of Goodness of Fit Statistics for Linear Regression:
Part 3 Computing Confidence Limits for the Correlation Coefficient 393
61. Comparison of Goodness of Fit Statistics for Linear Regression:
Part 4 Confidence Limits for Slope and Intercept 399
62. Correction and Discussion Regarding Derivatives 413
63. Linearity in Calibration: Act III Scene I Importance of Nonlinearity 421
64. Linearity in Calibration: Act III Scene II A Discussion of the
Durbin Watson Statistic, a Step in the Right Direction 427
65. Linearity in Calibration: Act III Scene III Other Tests for Nonlinearity 435
66. Linearity in Calibration: Act III Scene IV How to Test for Nonlinearity 439
67. Linearity in Calibration: Act III Scene V Quantifying Nonlinearity 451
68. Linearity in Calibration: Act III Scene VI Quantifying Nonlinearity, Part
II, and a News Flash 459
69. Connecting Chemometrics to Statistics: Part 1 The Chemometrics Side 471
70. Connecting Chemometrics to Statistics: Part 2 The Statistics Side 477
71. Limitations in Analytical Accuracy: Part 1 Horwitz s Trumpet 481
Contents ix
72. Limitations in Analytical Accuracy: Part 2 Theories to Describe the
Limits in Analytical Accuracy 487
73. Limitations in Analytical Accuracy: Part 3 Comparing Test Results for
Analytical Uncertainty 491
74. The Statistics of Spectral Searches 497
75. The Chemometrics of Imaging Spectroscopy 503
Glossary of Terms 509
Index 513
Colour Plate Section
|
| adam_txt |
Contents
Preface xi
Note to Readers xiii
1. A New Beginning . 1
2. Elementary Matrix Algebra: Part 1 9
3. Elementary Matrix Algebra: Part 2 17
4. Matrix Algebra and Multiple Linear Regression: Part 1 23
5. Matrix Algebra and Multiple Linear Regression: Part 2 33
6. Matrix Algebra and Multiple Linear Regression: Part 3 The Concept of
Determinants 43
7. Matrix Algebra and Multiple Linear Regression: Part 4 Concluding
Remarks 47
8. Experimental Designs: Part 1 51
9. Experimental Designs: Part 2 57
10. Experimental Designs: Part 3 63
11. Analytic Geometry: Part 1 The Basics in Two and Three Dimensions 71
12. Analytic Geometry: Part 2 Geometric Representation of Vectors and
Algebraic Operations 77
13. Analytic Geometry: Part 3 Reducing Dimensionality 81
14. Analytic Geometry: Part 4 The Geometry of Vectors and Matrices 85
15. Experimental Designs: Part 4 Varying Parameters to Expand the Design 89
16. Experimental Designs: Part 5 One at a time Designs 91
17. Experimental Designs: Part 6 Sequential Designs 93
18. Experimental Designs: Part 7 )3, the Power of a Test 97
19. Experimental Designs: Part 8 /3, the Power of a Test (Continued) 101
20. Experimental Designs: Part 9 Sequential Designs Concluded 103
21. Calculating the Solution for Regression Techniques:
Part 1 Multivariate Regression Made Simple 107
22. Calculating the Solution for Regression Techniques: Part 2 Principal
Component(s) Regression Made Simple 109
23. Calculating the Solution for Regression Techniques: Part 3 Partial Least
Squares Regression Made Simple 113
24. Looking Behind and Ahead: Interlude 117
25. A Simple Question: The Meaning of Chemometrics Pondered 119
26. Calculating the Solution for Regression Techniques: Part 4 Singular
Value Decomposition 127
27. Linearity in Calibration 131
28. Challenges: Unsolved Problems in Chemometrics 135
29. Linearity in Calibration: Act II Scene I 141
30. Linearity in Calibration: Act II Scene II Reader's Comments . . 145
31. Linearity in Calibration: Act II Scene III 149
viii Contents
32. Linearity in Calibration: Act II Scene IV 159
33. Linearity in Calibration: Act II Scene V 163
34. Collaborative Laboratory Studies: Part 1 A Blueprint 167
35. Collaborative Laboratory Studies: Part 2 using ANOVA 179
36. Collaborative Laboratory Studies: Part 3 Testing for Systematic Error 183
37. Collaborative Laboratory Studies: Part 4 Ranking Test 185
38. Collaborative Laboratory Studies: Part 5 Efficient Comparison of Two
Methods 187
39. Collaborative Laboratory Studies: Part 6 MathCad Worksheet Text 193
40. Is Noise Brought by the Stork? Analysis of Noise: Part 1 223
41. Analysis of Noise: Part 2 227
42. Analysis of Noise: Part 3 235
43. Analysis of Noise: Part 4 243
44. Analysis of Noise: Part 5 253
45. Analysis of Noise: Part 6 271
46. Analysis of Noise: Part 7 277
47. Analysis of Noise: Part 8 285
48. Analysis of Noise: Part 9 293
49. Analysis of Noise: Part 10 299
50. Analysis of Noise: Part 11 313
51. Analysis of Noise: Part 12 317
52. Analysis of Noise: Part 13 323
53. Analysis of Noise: Part 14 329
54. Derivatives in Spectroscopy: Part 1 The Behavior of the Derivative 339
55. Derivatives in Spectroscopy: Part 2 The "True" Derivative 351
56. Derivatives in Spectroscopy: Part 3 Computing the Derivative 359
57. Derivatives in Spectroscopy: Part 4 Calibrating with Derivatives 371
58. Comparison of Goodness of Fit Statistics for Linear Regression:
Part 1 Introduction 379
59. Comparison of Goodness of Fit Statistics for Linear Regression:
Part 2 The Correlation Coefficient 385
60. Comparison of Goodness of Fit Statistics for Linear Regression:
Part 3 Computing Confidence Limits for the Correlation Coefficient 393
61. Comparison of Goodness of Fit Statistics for Linear Regression:
Part 4 Confidence Limits for Slope and Intercept 399
62. Correction and Discussion Regarding Derivatives 413
63. Linearity in Calibration: Act III Scene I Importance of Nonlinearity 421
64. Linearity in Calibration: Act III Scene II A Discussion of the
Durbin Watson Statistic, a Step in the Right Direction 427
65. Linearity in Calibration: Act III Scene III Other Tests for Nonlinearity 435
66. Linearity in Calibration: Act III Scene IV How to Test for Nonlinearity 439
67. Linearity in Calibration: Act III Scene V Quantifying Nonlinearity 451
68. Linearity in Calibration: Act III Scene VI Quantifying Nonlinearity, Part
II, and a News Flash 459
69. Connecting Chemometrics to Statistics: Part 1 The Chemometrics Side 471
70. Connecting Chemometrics to Statistics: Part 2 The Statistics Side 477
71. Limitations in Analytical Accuracy: Part 1 Horwitz's Trumpet 481
Contents ix
72. Limitations in Analytical Accuracy: Part 2 Theories to Describe the
Limits in Analytical Accuracy 487
73. Limitations in Analytical Accuracy: Part 3 Comparing Test Results for
Analytical Uncertainty 491
74. The Statistics of Spectral Searches 497
75. The Chemometrics of Imaging Spectroscopy 503
Glossary of Terms 509
Index 513
Colour Plate Section |
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| illustrated | Illustrated |
| index_date | 2024-07-02T19:27:26Z |
| indexdate | 2024-07-09T21:09:59Z |
| institution | BVB |
| isbn | 012374024X 9780123740243 |
| language | English |
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| publisher | Elsevier [u.a.] |
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| spelling | Mark, Howard Verfasser aut Chemometrics in spectroscopy Howard Mark ; Jerry Workman 1. ed. Amsterdam [u.a.] Elsevier [u.a.] 2007 IX, 526 S., [18] Bl. graph. Darst. 25cm txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index. - Formerly CIP Chemometrics Spectrum analysis Statistical methods Spektroskopie (DE-588)4056138-0 gnd rswk-swf Spektralanalyse (DE-588)4132368-3 gnd rswk-swf Chemometrie (DE-588)4299578-4 gnd rswk-swf (DE-588)4173536-5 Patentschrift gnd-content Chemometrie (DE-588)4299578-4 s Spektroskopie (DE-588)4056138-0 s DE-604 Spektralanalyse (DE-588)4132368-3 s Workman, Jerry Verfasser aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016260932&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Mark, Howard Workman, Jerry Chemometrics in spectroscopy Chemometrics Spectrum analysis Statistical methods Spektroskopie (DE-588)4056138-0 gnd Spektralanalyse (DE-588)4132368-3 gnd Chemometrie (DE-588)4299578-4 gnd |
| subject_GND | (DE-588)4056138-0 (DE-588)4132368-3 (DE-588)4299578-4 (DE-588)4173536-5 |
| title | Chemometrics in spectroscopy |
| title_auth | Chemometrics in spectroscopy |
| title_exact_search | Chemometrics in spectroscopy |
| title_exact_search_txtP | Chemometrics in spectroscopy |
| title_full | Chemometrics in spectroscopy Howard Mark ; Jerry Workman |
| title_fullStr | Chemometrics in spectroscopy Howard Mark ; Jerry Workman |
| title_full_unstemmed | Chemometrics in spectroscopy Howard Mark ; Jerry Workman |
| title_short | Chemometrics in spectroscopy |
| title_sort | chemometrics in spectroscopy |
| topic | Chemometrics Spectrum analysis Statistical methods Spektroskopie (DE-588)4056138-0 gnd Spektralanalyse (DE-588)4132368-3 gnd Chemometrie (DE-588)4299578-4 gnd |
| topic_facet | Chemometrics Spectrum analysis Statistical methods Spektroskopie Spektralanalyse Chemometrie Patentschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016260932&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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