Foundations of predictive analytics /

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"This text is a summary of techniques of data analysis and modeling that the authors have encountered and used in our two-decades experience of practicing the art of applied data mining across many different fields. The authors have worked in this field together and separately in many large and...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Wu, James, 1965-
Otros Autores: Coggeshall, Stephen
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boca Raton, FL : CRC Press, ©2012.
Colección:Chapman & Hall/CRC data mining and knowledge discovery series.
Temas:
Data mining.
Predictive control > Mathematical models.
Automatic control.
Forecasting.
Mathematical models.
Computer science.
Electronic data processing.
Data Mining
Forecasting
Models, Theoretical
Electronic Data Processing
Exploration de données (Informatique)
Commande prédictive > Modèles mathématiques.
Commande automatique.
Prévision.
Modèles mathématiques.
Informatique.
mathematical models.
computer science.
data processing.
BUSINESS & ECONOMICS > Statistics.
COMPUTERS > Database Management > Data Mining.
COMPUTERS > Machine Theory.
Mathematical models
Electronic data processing
Computer science
Automatic control
Data mining
Predictive control > Mathematical models
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 1. Introduction
  • 2. Properties of statistical distributions
  • 3. Important matrix relationships
  • 4. Linear modeling and regression
  • 5. Nonlinear modeling
  • 6. Time series analysis
  • 7. Data preparation and variable selection
  • 8. Model goodness measures
  • 9. Optimization methods
  • 10. Miscellaneous topics.

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