Handbook of Univariate and Multivariate Data Analysis and Interpretation with SPSS - Hardcover

Ho, Robert

Hardcover

ISBN 10: 1584886021 ISBN 13: 9781584886020

Publisher: Chapman and Hall/CRC, 2006

Synopsis

Many statistics texts tend to focus more on the theory and mathematics underlying statistical tests than on their applications and interpretation. This can leave readers with little understanding of how to apply statistical tests or how to interpret their findings. While the SPSS statistical software has done much to alleviate the frustrations of social science professionals and students who must analyze data, they still face daunting challenges in selecting the proper tests, executing the tests, and interpreting the test results.

With emphasis firmly on such practical matters, this handbook sets forth clear guidelines for performing specific statistical tests with SPSS and interpreting the output. The author clearly explains the purpose of each test and the research designs for which they are relevant, demonstrates the execution of the tests, and explains how to interpret the results obtained. The presentation covers not only the point-and-click Windowsä method of using SPSS, but also the syntax method, which provides users with the power and flexibility to deal with complex experimental designs. All chapters include the full SPSS output of the test being addressed and the step-by-step interpretation of the results. All of the data sets used in the examples along with the SPSS code are freely available for download at www.crcpress.com.

Armed with the knowledge, tools, and experience this handbook provides, social scientists, both student and professional, can maximize the utility of SPSS, choose the right statistical tests with confidence, and more accurately and appropriately interpret their results.

About this title

About the Author

Robert Ho is presently associate professor in the School of Psychology and Sociology at Central Queensland University, Rockhampton, Australia.

Review

The main strengths of the book are: (a) its hands-on approach, (b) the choice of a user-friendly software to teach how to apply statistical methods, and (c) the clarity with which the statistical methods and the context of their applicability are explained. Learning to analyze data with SPSS with this handbook is very easy even for those rusty in their introductory statistical background. The reader that completes the book is ready to use the SPSS manuals available elsewhere. The index is very useful. ...The authors do indeed provide clear guidelines to both the execution of the specific statistical tests with SPSS and the research designs for which they are relevant.
-Juana Sanchez, University of California at Los Angeles, Journal of Statistical Software, Vol. 16, July 2006

Edition details

• Publisher: Chapman and Hall/CRC
• Publication date: 2006
• ISBN 10: 1584886021
• ISBN 13: 9781584886020
• Binding: Hardcover
• Language: English
• Edition number: 1
• Number of pages: 424