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Handbook of chemometrics and qualimetrics
Title:
Handbook of chemometrics and qualimetrics
Author:
Massart, Desiré L. (Desiré Luc), 1941-
ISBN:
9780444828545
Publication Information:
Amsterdam ; New York : Elsevier, 1997-1998.
Physical Description:
1 online resource (2 volumes) : illustrations.
Series:
Data handling in science and technology ; v. 20
Data handling in science and technology ; v. 20.
Contents:
[pt. A.] Statistical description of the quality of processes and measurements -- The normal distribution -- An introduction to hypothesis testing -- Some important hypothesis tests -- Analysis of variance -- Control charts -- Straight line regression and calibration -- Vectors and matrices -- Multiple and polynomial regression -- Non-linear regression -- Robust statistics -- Internal method validation -- Method validation by interlaboratory studies -- Other distributions -- The 2x2 contingency table -- Principal components -- Fuzzy methods -- Process modelling and sampling -- An introduction to experimental design -- Two-level factorial designs -- Fractional factorial designs -- Multi-level designs -- Mixture designs -- Other optimization methods -- Genetic algorithms and other global search strategies -- [pt. B.] Vectors, matrices and operations on matrices -- Cluster analysis -- Analysis of measurement tables -- Analysis of contingency tables -- Supervised pattern recognition -- Curve and mixture resolution by factor analysis and related techniques -- Relations between measurement tables -- Multivariate calibration -- Quantitative structure-activity relationships (QSAR) -- Analysis of sensory data -- Pharmacokinetic models -- Signal processing -- Kalman filtering -- Applications of operations research -- Artificial intelligence : expert and knowledge based systems -- Artificial neural networks.
Genre:
Added Author:
Electronic Access:
ScienceDirect, pt. A, ScienceDirect http://www.sciencedirect.com/science/issue/25787-1998-999799999.7998-648930 ScienceDirect, pt. B, ScienceDirect http://www.sciencedirect.com/science/issue/25787-1998-999799999.7997-647953 ScienceDirect http://www.sciencedirect.com/science/book/9780444897244 ScienceDirect http://www.sciencedirect.com/science/book/9780444828538Available:*
Shelf Number | Item Barcode | Shelf Location | Status |
|---|---|---|---|
| QD75.4 .S8 H36 1998 EB | 1180902-1001 | Elsevier E-Book Collections | Searching... |
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