LEADER 04821nam 2200649Ia 450 001 9910458094603321 005 20200520144314.0 010 $a1-281-11911-3 010 $a9786611119119 010 $a0-08-054838-5 035 $a(CKB)1000000000363958 035 $a(EBL)305536 035 $a(OCoLC)469629678 035 $a(SSID)ssj0000120643 035 $a(PQKBManifestationID)11991056 035 $a(PQKBTitleCode)TC0000120643 035 $a(PQKBWorkID)10092671 035 $a(PQKB)10729607 035 $a(MiAaPQ)EBC305536 035 $a(PPN)182567052 035 $a(Au-PeEL)EBL305536 035 $a(CaPaEBR)ebr10188175 035 $a(CaONFJC)MIL111911 035 $a(EXLCZ)991000000000363958 100 $a20070213d2007 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aChemometrics in spectroscopy$b[electronic resource] /$fHoward Mark, Jerry Workman 210 $aAmsterdam ;$aOxford $cAcademic$d2007 215 $a1 online resource (559 p.) 300 $aDescription based upon print version of record. 311 $a0-12-374024-X 320 $aIncludes bibliographical references and index. 327 $aFront 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 327 $aREFERENCESChapter 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 327 $aROW 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 327 $aChapter 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 327 $aChapter 26. Calculating the Solution for Regression Techniques: Part 4 - Singular Value Decomposition 330 $aChemometrics in Spectroscopy builds upon the statistical information covered in other books written by these leading authors in the field by providing a broader range of mathematics and progressing into the fundamentals of multivariate and experimental data analysis. Subjects covered in this work include: matrix algebra, analytic geometry, experimental design, calibration regression, linearity, design of collaborative laboratory studies, comparing analytical methods, noise analysis, use of derivatives, analytical accuracy, analysis of variance, and much more are all part of this chemome 606 $aChemometrics 606 $aSpectrum analysis$xStatistical methods 608 $aElectronic books. 615 0$aChemometrics. 615 0$aSpectrum analysis$xStatistical methods. 676 $a543.5 700 $aMark$b Howard$0996140 701 $aWorkman$b Jerry$01049645 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910458094603321 996 $aChemometrics in spectroscopy$92478845 997 $aUNINA