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Analyzing Multivariate Data / With CD - 03 edition

by James M. Lattin, Paul E. Green and Doug Carroll

Analyzing Multivariate Data / With CD (ISBN10: 0534349749; ISBN13: 9780534349745)
ISBN13: 978-0534349745
ISBN10: 0534349749

Summary: Offering the latest teaching and practice of applied multivariate statistics, this text is perfect for students who need an applied introduction to the subject. Lattin, Green, and Carroll have created a text that speaks to the needs of applied students who have advanced beyond the beginning level, but are not yet advanced statistics majors. Their text accomplishes this through a three-part structure. First, the authors begin each major topic by developing students' s ...show moretatistical intuition through geometric presentation. Then, they providing illustrative examples for support. Finally, for those courses where it will be valuable, they describe relevant mathematical underpinnings with matrix algebra.

Benefits:

  • Uses geometric interpretation to develop readers' intuition and provide students with a mental picture of how each method works. Mathematics is used to support the underlying intuition.
  • Takes a pragmatic, hands-on approach through sample problems based on real data. Each chapter offers at least one application, as well as a discussion of issues related to the proper interpretation of the results.
  • Accompanying student workbooks are specific to a given software package (either SAS or SPSS), and annotated program output facilitates interpretation and provides links to concepts included in the text.
  • Addresses important issues that come up with each application of a method. Special emphasis is placed on generalizing the results of the analysis, and suggestions are presented for testing the validity of findings.
  • Contains illustrations and sample problems from a wide range of areas, including psychology, sociology, and marketing research.
  • Follows a standard format in each chapter. This format begins by discussing a general set of research objectives, followed by some illustrative examples of problems in different areas. Then it provides an explanation of how each methods works, followed by a sample problem, application of the technique, and interpretation of results.
...show less

Edition/Copyright: 03
Cover: Hardback
Publisher: Duxbury Press
Published: 12/03/2002
International: No

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