Handbook of chemometrics and qualimetrics /
| Corporate Author: | |
|---|---|
| Other Authors: | |
| Format: | eBook |
| Language: | English |
| Published: |
Amsterdam ; New York :
Elsevier,
1997-1998.
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| Series: | Data handling in science and technology ;
v. 20. |
| Subjects: | |
| Online Access: | Connect to the full text of this electronic book Connect to the full text of this electronic book |
Table of 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.