JMP for Basic Univariate and Multivariate Statistics

2nd Edition

Methods for Researchers and Social Scientists, Second Edition

Ann Lehman, PhD; Norm O'Rourke, Ph.D., R.Psych.; Larry Hatcher, Ph.D.; Edward J. Stepanski, Ph.D.
eISBN-13: 9781612906256

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Additional Book Details

Learn how to manage JMP data and perform the statistical analyses most commonly used in research in the social sciences and other fields with JMP for Basic Univariate and Multivariate Statistics: Methods for Researchers and Social Scientists, Second Edition.

This book offers clearly written instructions to guide you through the basic concepts of research and data analysis, enabling you to easily perform statistical analyses and solve problems in real-world research. Step by step, you'll discover how to obtain descriptive and inferential statistics, summarize results clearly in a way that is suitable for publication, perform a wide range of JMP analyses, interpret the results, and more.

Topics include

screening data for errors
selecting subsets
computing the coefficient alpha reliability index (Cronbach's alpha) for a multiple-item scale
performing bivariate analyses for all types of variables
performing a one-way analysis of variance (ANOVA), multiple regression, and a one-way multivariate analysis of variance (MANOVA)

Advanced topics include analyzing models with interactions and repeated measures. There is also comprehensive coverage of principle components with emphasis on graphical interpretation.

This user-friendly book introduces researchers and students of the social sciences to JMP and to elementary statistical procedures, while the more advanced statistical procedures that are presented make it an invaluable reference guide for experienced researchers as well.

Book Review

"JMP for Basic Univariate and Multivariate Statistics: Methods for Researchers and Social Scientists, Second Edition is not only a manual that assists the reader with the use of SAS JMP software application, but it also leads to a better understanding of the basic research and analyses concepts and procedures. I was particularly impressed with the book's discussion and guidance in the computation of effect size, an analysis that has become quite popular in education and other fields in the last few years."

David Lillie, Ed.D.

Director, Special Education Projects, retired

Center for School Leadership Development

University of North Carolina at Chapel Hill

Additional resources for this book can be found by accessing the link below.

Sold By SAS Institute
ISBNs 9781612906256, 9781642955149, 9781629590530, 9781612906034
Publish Year 2013
Language English
Number of Pages 558
Edition 2nd