Chemometrics in Excel
Khemometrika v Excel. English
Pomerant︠s︡ev, A. L. (Alekseĭ Leonidovich)
1954-
creator
text
Llibres electrònics.
Electronic books.
nju
2014
monographic
eng
rus
1 online resource.
Title 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
6.3 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
ConclusionChapter 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
ConclusionChapter 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
Alexey L. Pomerantsev.
Includes index.
Translated from the Russian.
cse
Microsoft Excel (Computer file)
Microsoft Excel (Programes d'ordinador)
Chemometrics
Data processing
SCIENCE
Chemistry
Analytic
Química
Mesurament
Informàtica
QD75.4.C45
543.0285/554
Chemometrics in Excel
Pomerant︠s︡ev, A. L. (Alekseĭ Leonidovich), 1954-
Hoboken, New Jersey : John Wiley & Sons, [2014]
(DLC) 2013046049
9781118873298 (pdf)
1118873297 (pdf)
9781118873267 (epub)
1118873262 (epub)
9781118873229 ( mobi)
111887322X ( mobi)
9781118873212
1118873211
1118605357
9781118605356
9781306706230
1306706238
2013046560
http://dx.doi.org/10.1002/9781118873212
http://dx.doi.org/10.1002/9781118873212
DLC
131119
20230823094717.0
ocn863633173
eng