| 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 |
Info
Chemometrics in spectroscopy / / Howard Mark, Jerry Workman
