Handbook of Chemometrics and Qualimetrics: Part BProvides coverage of the various fields of chemometrics, starting with classical statistics for hypothesis testing to advanced methods such as neural networks, genetic algorithms and latent variable based methods. |
Contents
| 1 | |
| 7 | |
| 57 | |
Chapter 31 Analysis of Measurement Tables | 87 |
Chapter 32 Analysis of Contingency Tables | 161 |
Chapter 33 Supervised Pattern Recognition | 207 |
Chapter 34 Curve and Mixture Resolution by Factor Analysis and Related Techniques | 243 |
Chapter 35 Relations between Measurement Tables | 307 |
Chapter 38 Analysis of Sensory Data | 421 |
Chapter 39 Pharmacokinetic Models | 449 |
Chapter 40 Signal Processing | 507 |
Chapter 41 Kalman Filtering | 575 |
Chapter 42 Applications of Operations Research | 605 |
Expert and Knowledge Based Systems | 627 |
Chapter 44 Artificial Neural Networks | 649 |
| 701 | |
Chapter 36 Multivariate Calibration | 349 |
Chapter 37 Quantitative StructureActivity Relationships QSAR | 383 |
Common terms and phrases
algorithm Anal analytical applied axes axis biplot Chapter Chem chemical Chemom chemometrics chromatographic classification clustering coefficients column-centering columns compartment compounds computed contingency table correlation corresponding cross-products curve D.L. Massart data matrix data points data set data table defined derived diagonal dimension domain drug eigenvalues eigenvectors elements equal equation estimated Euclidean distance example expert system factor analysis Fourier transform frequency input Intell Kalman filter latent vectors least squares linear loadings means measurement methods neural networks noise non-linear objects obtained origin orthogonal output panellists parameters partial least squares pattern recognition peak plasma concentration prediction principal components analysis procedure Procrustes analysis pure spectra QSAR receptor regression represents rotation rows samples score plot Section selection sensory shown in Fig signal SIMCA singular vectors space spectrum substituent sum of squares Syst techniques transfer constants Triazolam values variance variance-covariance matrix wavelength wavelet weight zero