Main Title |
Handbook of chemometrics and qualimetrics / |
Other Authors |
|
Publisher |
Elsevier, |
Year Published |
1997 |
OCLC Number |
39778783 |
ISBN |
0444897240; 9780444897244; 0444828540; 9780444828545; 0444828532; 9780444828538 |
Subjects |
Chemometrics. ;
Chemistry, Analytic--Data processing. ;
Chemical engineering--Quality control--Statistical methods. ;
Chemometrie. ;
Chemische analyses. ;
Analyse qualitative (chimie) ;
Chimiométrie. ;
Qualité--Contrãole--Méthodes statistiques. ;
Chimie--Méthodes statistiques. ;
Chimie--Mathématiques. ;
Chemistry, Analytic--Statistical methods ;
Chemistry, Analytic--Mathematics ;
Chemometrie.--gtt ;
Chemische analyses.--gtt
|
Holdings |
Library |
Call Number |
Additional Info |
Location |
Last Modified |
Checkout Status |
EOBM |
QD75.4.S8.H3 1998 |
v.1-2 |
NEIC Library/Denver,CO |
12/10/2008 |
|
Collation |
2 volumes : illustrations ; 25 cm. |
Notes |
Includes bibliographical references and indexes. |
Contents Notes |
[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. Contiene: Part A -- Part B. |