Most books on data mining focus on principles and furnish few instructions on how to carry out a project. Data Mining Using SAS Applications not only introduces concepts but also enables readers to understand and apply data mining methods using downloadable SAS macro-call files. These techniques stress the use of visualization for studying the structure of data and the validity of statistical models.
Most books on data mining focus on principles and furnish few instructions on how to carry out a project. Data Mining Using SAS Applications not only introduces concepts but also enables readers to understand and apply data mining methods using downloadable SAS macro-call files. These techniques stress the use of visualization for studying the structure of data and the validity of statistical models. With the SAS macro-call files, readers explore: techniques for creating training and validation samples; exploratory graphical techniques; frequency analysis for categorical data; unsupervised and supervised learning methods; model validation techniques; and how to convert PC databases to SAS data.
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