TY  - BOOK
AU  - Brereton,Richard G
TI  - Chemometrics: data analysis for the laboratory and chemical plant 
SN  - 0471489778
AV  - QD75.4.S8 B74 2006
PY  - 2003///]
CY  - Chichester, West Sussex, England, Hoboken, NJ
PB  - Wiley
KW  - Chemometrics
KW  - Data processing
KW  - Chemical processes
KW  - Statistical methods
N1  - Includes bibliographical references (pages 12-13) and index; Points of View --; Software and Calculations --; Experimental Design --; Degrees of Freedom --; Analysis of Variance and Comparison of Errors --; Design Matrices and Modelling --; Assessment of Significance --; Leverage and Confidence in Models --; Factorial Designs --; Full Factorial Designs --; Fractional Factorial Designs --; Plackett-Burman and Taguchi Designs --; Partial Factorials at Several Levels: Calibration Designs --; Central Composite or Response Surface Designs --; Setting Up the Design --; Degrees of Freedom --; Axial Points --; Modelling --; Statistical Factors --; Mixture Designs --; Mixture Space --; Simplex Centroid --; Simplex Lattice --; Constraints --; Process Variables --; Simplex Optimisation --; Fixed Sized Simplex --; Elaborations --; Modified Simplex --; Limitations --; Signal Processing --; Sequential Signals in Chemistry --; Environmental and Geological Processes --; Industrial Process Control --; Chromatograms and Spectra --; Fourier Transforms --; Advanced Methods --; Peakshapes --; Digitisation --; Noise --; Sequential Processes --; Linear Filters --; Smoothing Functions --; Derivatives --; Convolution --; Correlograms and Time Series Analysis --; Auto-correlograms --; Cross-correlograms --; Multivariate Correlograms --; Fourier Transform Techniques --; Fourier Transforms --; Fourier Filters --; Convolution Theorem --; Topical Methods --; Kalman Filters --; Wavelet Transforms --; Maximum Entropy (Maxent) and Bayesian Methods --; Pattern Recognition --; Exploratory Data Analysis --; Unsupervised Pattern Recognition
N2  - This title is aimed at people who need to use chemometrics but do not wish to understand complex mathematics. It includes worked problems and two dedicated chapters explaining how to analyse data sets using the most common chemometrics packages
ER  -