Perform complete data analysis in less than 15 minutes!
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
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,
downloadable SAS macro-call files. These techniques stress the use of
visualization to thoroughly study the structure of data and check the
validity of statistical models fitted to data. With the SAS macro-call
files, readers will learn sampling techniques to create training and
validation samples; exploratory graphical techniques, frequency analysis
for categorical data, unsupervised and supervised learning methods; model
validation techniques for regression and classification, and converting PC
databases to SAS data.
Experienced SAS programmers can also modify the SAS code to suit their
needs and run it on different platforms. Sold separately, the CD-ROM
contains datasets, macro call-files, and the actual SAS macro files.
Covers fundamental concepts before moving on to practical
applications
Provides user-friendly SAS macro-call files through a supporting Web
site, which also contains tips, updates, datasets, and an e-mail
support service
Contains step-by-step instructions for performing data mining on
sample datasets
Includes instructions for performing complete data analysis,
including sampling, data exploration, violation checking, model
validations, and options for report generation.
This companion CD-ROM
( sold separately) contains all of the datasets, macro call-files, and the actual
SAS macro files used in the book. The author provides these files on CD to
allow SAS programmers to modify the SAS codes to suit their individual
needs and to use it on different platforms. Using the sample dataset, each
SAS macro can generate output files in HTML, RTF, and PDF formats,
enabling users to see first-hand the features of the macros.
System Requirements: Windows®
XP NT 4.0
or higher; 200 MHz Pentium processor; 62 MB RAM, CD-ROM drive
Software Requirements: Licensed SAS modules BASE,
STAT, GRAPH, and IML, version 6.12 or higher;
SAS/LE
2.0 ( Most features), Microsoft Excel 97/2003 or
5.0/95; Microsoft Word to view RTF output; Adobe Acrobat Reader to view
PDF output; and Microsoft Internet Explorer or Netscape Navigator
