Data Mining Using Sas Applications - Couverture souple

Fernandez, George

 
9781584883456: Data Mining Using Sas Applications
Couverture souple
ISBN 10 : 1584883456 ISBN 13 : 9781584883456
Editeur : Chapman & Hall/CRC, 2002

Synopsis

Most books on data mining focus on principles and furnish few instructions on how to carry out a data mining project. Data Mining Using SAS Applications not only introduces the key concepts but also enables readers to understand and successfully apply data mining methods using powerful yet user-friendly SAS macro-call files. These methods stress the use of visualization to thoroughly study the structure of data and check the validity of statistical models fitted to data.

  • Learn how to convert PC databases to SAS data
  • Discover sampling techniques to create training and validation samples
  • Understand frequency data analysis for categorical data
  • Explore supervised and unsupervised learning
  • Master exploratory graphical techniques
  • Acquire model validation techniques in regression and classification

    The text furnishes 13 easy-to-use SAS data mining macros designed to work with the standard SAS modules. No additional modules or previous experience in SAS programming is required. The author shows how to perform complete predictive modeling, including data exploration, model fitting, assumption checks, validation, and scoring new data, on SAS datasets in less than ten minutes!

    • Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

    Présentation de l'éditeur

    Most books on data mining focus on principles and furnish few instructions on how to carry out a data mining project. Data Mining Using SAS Applications not only introduces the key concepts but also enables readers to understand and successfully apply data mining methods using powerful yet user-friendly SAS macro-call files. These methods stress the use of visualization to thoroughly study the structure of data and check the validity of statistical models fitted to data.

  • Learn how to convert PC databases to SAS data
  • Discover sampling techniques to create training and validation samples
  • Understand frequency data analysis for categorical data
  • Explore supervised and unsupervised learning
  • Master exploratory graphical techniques
  • Acquire model validation techniques in regression and classification

    The text furnishes 13 easy-to-use SAS data mining macros designed to work with the standard SAS modules. No additional modules or previous experience in SAS programming is required. The author shows how to perform complete predictive modeling, including data exploration, model fitting, assumption checks, validation, and scoring new data, on SAS datasets in less than ten minutes!

    • Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

    Éditeur
    Chapman & Hall/CRC
    Date d'édition
    2002
    Langue
    anglais
    ISBN 10 
    1584883456
    ISBN 13 
    9781584883456
    Reliure
    Broché
    Nombre de pages
    367
    Coordonnées du fabricant
    non disponible
    Personne responsable
    non disponible