Handbook of chemometrics and qualimetrics /

Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Massart, Desir�e L. (Desir�e Luc), 1941-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam ; New York : Elsevier, 1997-1998.
Colección:Data handling in science and technology ; v. 20.
Temas:
Chemometrics.
Analytical chemistry > Data processing.
Chemometrie.
Chemische analyses.
Acceso en línea:Texto completo
Texto completo
Texto completo
Texto completo
Texto completo
Tabla de Contenidos:
  • [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.

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