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008 131119s2014 nju o 001 0 eng
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050 0 0 _aQD75.4.C45
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082 0 0 _a543.0285/554
_223
049 _aMAIN
100 1 _aPomerant︠s︡ev, A. L.
_q(Alekseĭ Leonidovich),
_d1954-
240 1 0 _aKhemometrika v Excel.
_lEnglish
245 1 0 _aChemometrics in Excel /
_cAlexey L. Pomerantsev.
264 1 _aHoboken, New Jersey :
_bJohn Wiley & Sons,
_c[2014]
300 _a1 online resource.
336 _atext
_2rdacontent
337 _acomputer
_2rdamedia
338 _aonline resource
_2rdacarrier
500 _aIncludes index.
588 _aDescription based on print version record and CIP data provided by publisher.
546 _aTranslated from the Russian.
505 0 _aTitle Page; Copyright; Dedication; Preface; Part I : Introduction; Chapter 1: What is Chemometrics?; 1.1 Subject of Chemometrics; 1.2 Historical Digression; Chapter 2: What the Book Is About?; 2.1 Useful Hints; 2.2 Book Syllabus; 2.3 Notations; Chapter 3: Installation of Chemometrics Add-In*; 3.1 Installation; 3.2 General Information; Chapter 4: Further Reading on Chemometrics*; 4.1 Books; 4.2 The Internet; 4.3 Journals; 4.4 Software; Part II : The Basics; Chapter 5: Matrices and Vectors; 5.1 The Basics; 5.2 Advanced Information; Chapter 6: Statistics; 6.1 The Basics; 6.2 Main Distributions
505 8 _a6.3 Parameter Estimation6.4 Properties of the Estimators; 6.5 Confidence Estimation; 6.6 Hypothesis Testing; 6.7 Regression; Conclusion; Chapter 7: Matrix Calculations in Excel; 7.1 Basic Information; 7.2 Matrix Operations; 7.3 Extension of Excel Possibilities; Conclusion; Chapter 8: Projection Methods in Excel*; 8.1 Projection Methods; 8.2 Application of Chemometrics Add-In; 8.3 PCA; 8.4 PLS; 8.5 PLS2; 8.6 Additional Functions; Conclusion; Part III: Chemometrics; Chapter 9: Principal Component Analysis (PCA); 9.1 The Basics; 9.2 Principal Component Analysis; 9.3 People and Countries
505 8 _aConclusionChapter 10: Calibration; 10.1 The Basics; 10.2 Simulated Data; 10.3 Classic Calibration; 10.4 Inverse Calibration; 10.5 Latent Variables Calibration; 10.6 Methods Comparison; Conclusion; Chapter 11: Classification; 11.1 The Basics; 11.2 Data; 11.3 Supervised Classification; 11.4 Unsupervised Classification; Conclusion; Chapter 12: Multivariate Curve Resolution; 12.1 The Basics; 12.2 Simulated Data; 12.3 Factor Analysis; 12.4 Iterative Methods; Conclusion; Part IV: Supplements; Chapter 13: Extension of Chemometrics Add-In; 13.1 Using Virtual Arrays; 13.2 Using VBA Programming
505 8 _aConclusionChapter 14: Kinetic Modeling of Spectral Data; 14.1 The "Grey" Modeling Method; Conclusions; Chapter 15: Matlab®: Beginner'S Guide*; 15.1 The Basics; 15.2 Matrices; 15.3 Integrating Excel and Matlab®; 15.4 Programming; 15.5 Sample Programs; Conclusion; Afterword. The Fourth Paradigm; Index; End User License Agreement
630 0 0 _aMicrosoft Excel (Computer file)
630 0 4 _aMicrosoft Excel (Programes d'ordinador)
650 0 _aChemometrics
_xData processing.
650 7 _aSCIENCE
_xChemistry
_xAnalytic.
_2bisacsh
650 0 4 _aQuímica
_xMesurament
_xInformàtica.
655 4 _aLlibres electrònics.
655 0 _aElectronic books.
776 0 8 _iPrint version:
_aPomerant︠s︡ev, A. L. (Alekseĭ Leonidovich), 1954-
_tChemometrics in Excel
_dHoboken, New Jersey : John Wiley & Sons, [2014]
_z9781118605356
_w(DLC) 2013046049
856 4 0 _uhttp://onlinelibrary.wiley.com/book/10.1002/9781118873212
_zWiley Online Library
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