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Chemometrics in spectroscopy / / Howard Mark, Jerry Workman
| Chemometrics in spectroscopy / / Howard Mark, Jerry Workman |
| Autore | Mark Howard |
| Edizione | [Second edition.] |
| Pubbl/distr/stampa | London, England : , : Academic Press, , 2018 |
| Descrizione fisica | 1 online resource (1,092 pages) |
| Disciplina | 543.0858 |
| Soggetto topico | Spectrum analysis - Statistical methods |
| ISBN | 0-12-805330-5 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910583464703321 |
Mark Howard
|
||
| London, England : , : Academic Press, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Chemometrics in spectroscopy [[electronic resource] /] / Howard Mark, Jerry Workman
| Chemometrics in spectroscopy [[electronic resource] /] / Howard Mark, Jerry Workman |
| Autore | Mark Howard |
| Pubbl/distr/stampa | Amsterdam ; ; Oxford, : Academic, 2007 |
| Descrizione fisica | 1 online resource (559 p.) |
| Disciplina | 543.5 |
| Altri autori (Persone) | WorkmanJerry |
| Soggetto topico |
Chemometrics
Spectrum analysis - Statistical methods |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-281-11911-3
9786611119119 0-08-054838-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front Cover; Chemometrics in Spectroscopy; Copyright page; Table of Contents; Preface; Note to Readers; Chapter 1. A New Beginning . . .; THE MULTIVARIATE NORMAL DISTRIBUTION; REFERENCES; Chapter 2. Elementary Matrix Algebra: Part 1; MATRIX OPERATIONS; ELEMENTARY OPERATIONS FOR LINEAR EQUATIONS; SUMMARY; REFERENCES; Chapter 3. Elementary Matrix Algebra: Part 2; ELEMENTARY MATRIX OPERATIONS; CALCULATING THE INVERSE OF A MATRIX; SUMMARY; REFERENCES; Chapter 4. Matrix Algebra and Multiple Linear Regression: Part 1; QUASI-ALGEBRAIC OPERATIONS; MULTIPLE LINEAR REGRESSION; THE LEAST SQUARES METHOD
REFERENCESChapter 5. Matrix Algebra and Multiple Linear Regression: Part 2; THE POWER OF MATRIX MATHEMATICS; REFERENCES; Chapter 6. Matrix Algebra and Multiple Linear Regression: Part 3 - The Concept of Determinants; REFERENCES; Chapter 7. Matrix Algebra and Multiple Linear Regression: Part 4 - Concluding Remarks; A WORD OF CAUTION; REFERENCE; Chapter 8. Experimental Designs: Part 1; REFERENCES; Chapter 9. Experimental Designs: Part 2; REFERENCES; Chapter 10. Experimental Designs: Part 3; Chapter 11. Analytic Geometry: Part 1 - The Basics in Two and Three Dimensions; THE DISTANCE FORMULA ROW VECTORS IN COLUMN SPACECOLUMN VECTORS IN ROW SPACE; PRINCIPAL COMPONENTS FOR REGRESSION VECTORS; RECOMMENDED READING; Chapter 15. Experimental Designs: Part 4 - Varying Parameters to Expand the Design; REFERENCES; Chapter 16. Experimental Designs: Part 5 - One-at-a-time Designs; REFERENCES; Chapter 17. Experimental Designs: Part 6 - Sequential Designs; REFERENCES; Chapter 18. Experimental Designs: Part 7 - ß, the Power of a Test; REFERENCES; Chapter 19. Experimental Designs: Part 8 - ß, the Power of a Test (Continued); REFERENCES Chapter 20. Experimental Designs: Part 9 - Sequential Designs ConcludedREFERENCES; Chapter 21. Calculating the Solution for Regression Techniques: Part 1 - Multivariate Regression Made Simple; REFERENCES; Chapter 22. Calculating the Solution for Regression Techniques: Part 2 - Principal Component(s) Regression Made Simple; REFERENCES; Chapter 23. Calculating the Solution for Regression Techniques: Part 3 - Partial Least Squares Regression Made Simple; REFERENCES; Chapter 24. Looking Behind and Ahead: Interlude; Chapter 25. A Simple Question: The Meaning of Chemometrics Pondered; REFERENCES Chapter 26. Calculating the Solution for Regression Techniques: Part 4 - Singular Value Decomposition |
| Record Nr. | UNINA-9910458094603321 |
|
Mark Howard
|
||
| Amsterdam ; ; Oxford, : Academic, 2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Chemometrics in spectroscopy [[electronic resource] /] / Howard Mark, Jerry Workman
| Chemometrics in spectroscopy [[electronic resource] /] / Howard Mark, Jerry Workman |
| Autore | Mark Howard |
| Pubbl/distr/stampa | Amsterdam ; ; Oxford, : Academic, 2007 |
| Descrizione fisica | 1 online resource (559 p.) |
| Disciplina | 543.5 |
| Altri autori (Persone) | WorkmanJerry, Jr. |
| Soggetto topico |
Chemometrics
Spectrum analysis - Statistical methods |
| ISBN |
1-281-11911-3
9786611119119 0-08-054838-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front Cover; Chemometrics in Spectroscopy; Copyright page; Table of Contents; Preface; Note to Readers; Chapter 1. A New Beginning . . .; THE MULTIVARIATE NORMAL DISTRIBUTION; REFERENCES; Chapter 2. Elementary Matrix Algebra: Part 1; MATRIX OPERATIONS; ELEMENTARY OPERATIONS FOR LINEAR EQUATIONS; SUMMARY; REFERENCES; Chapter 3. Elementary Matrix Algebra: Part 2; ELEMENTARY MATRIX OPERATIONS; CALCULATING THE INVERSE OF A MATRIX; SUMMARY; REFERENCES; Chapter 4. Matrix Algebra and Multiple Linear Regression: Part 1; QUASI-ALGEBRAIC OPERATIONS; MULTIPLE LINEAR REGRESSION; THE LEAST SQUARES METHOD
REFERENCESChapter 5. Matrix Algebra and Multiple Linear Regression: Part 2; THE POWER OF MATRIX MATHEMATICS; REFERENCES; Chapter 6. Matrix Algebra and Multiple Linear Regression: Part 3 - The Concept of Determinants; REFERENCES; Chapter 7. Matrix Algebra and Multiple Linear Regression: Part 4 - Concluding Remarks; A WORD OF CAUTION; REFERENCE; Chapter 8. Experimental Designs: Part 1; REFERENCES; Chapter 9. Experimental Designs: Part 2; REFERENCES; Chapter 10. Experimental Designs: Part 3; Chapter 11. Analytic Geometry: Part 1 - The Basics in Two and Three Dimensions; THE DISTANCE FORMULA ROW VECTORS IN COLUMN SPACECOLUMN VECTORS IN ROW SPACE; PRINCIPAL COMPONENTS FOR REGRESSION VECTORS; RECOMMENDED READING; Chapter 15. Experimental Designs: Part 4 - Varying Parameters to Expand the Design; REFERENCES; Chapter 16. Experimental Designs: Part 5 - One-at-a-time Designs; REFERENCES; Chapter 17. Experimental Designs: Part 6 - Sequential Designs; REFERENCES; Chapter 18. Experimental Designs: Part 7 - ß, the Power of a Test; REFERENCES; Chapter 19. Experimental Designs: Part 8 - ß, the Power of a Test (Continued); REFERENCES Chapter 20. Experimental Designs: Part 9 - Sequential Designs ConcludedREFERENCES; Chapter 21. Calculating the Solution for Regression Techniques: Part 1 - Multivariate Regression Made Simple; REFERENCES; Chapter 22. Calculating the Solution for Regression Techniques: Part 2 - Principal Component(s) Regression Made Simple; REFERENCES; Chapter 23. Calculating the Solution for Regression Techniques: Part 3 - Partial Least Squares Regression Made Simple; REFERENCES; Chapter 24. Looking Behind and Ahead: Interlude; Chapter 25. A Simple Question: The Meaning of Chemometrics Pondered; REFERENCES Chapter 26. Calculating the Solution for Regression Techniques: Part 4 - Singular Value Decomposition |
| Record Nr. | UNINA-9910784659603321 |
|
Mark Howard
|
||
| Amsterdam ; ; Oxford, : Academic, 2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||