A Step-By-Step Approach to Using SAS for Univariate and Multivariate Statistics

ISBN-13: 9780471469445 / Angielski / Miękka / 2005 / 550 str.

Norm O'Rourke; Larry Hatcher; Edward J. Stepanksi

Opis

One in a series of books co-published with SAS, this book provides a user-friendly introduction to both the SAS system and elementary statistical procedures for researchers and students in the Social Sciences. This Second Edition, updated to cover version 9 of the SAS software, guides readers step by step through the basic concepts of research and data analysis, to data input, and on to ANOVA (analysis of variance) and MANOVA (multivariate analysis of variance).

Spis treści

Acknowledgments.

Using This Book.

Chapter 1. Basic Concepts in Research and Data Analysis.

Chapter 2. Introduction to SAS Programs, SAS LOGs, and SAS Output.

Chapter 3. Data Input.

Chapter 4. Working with Variables and Observations in SAS Datasets.

Chapter 5. Exploring Data with PROC MEANS, PROC FREQ, PROC PRINT, and PROC UNIVARIATE.

Chapter 6. Measures of  Bivariate Association.

Chapter 7. Assessing Scale Reliability with Coefficient Alpha.

Chapter 8. t Tests: Independent Samples and Paired Samples.

Chapter 9. One–Way ANOVA with One Between–Subjects Factor.

Chapter 10. Factorial ANOVA with Two Between–Subjects Factors.

Chapter 11. Multivariate Analysis of Variance (MANOVA) with One Between–Subjects Factor.

Chapter 12. One–Way ANOVA with One Repeat–Measures Factor.

Chapter 13. Factorial ANOVA with Repeated–Measures Factors and Between–Subjects Factor.

Chapter 14. Multiple Regression.

Chapter 15. Principal Component Analysis.

Appendix A: Choosing the Correct Statistic.

Appendix B: Datasets.

Appendix C: Critical Values of the F Distribution.

Index.

 

O autorze

Norm O′ Rourke,?Ph.D., R. Psych., is a clinical psychologist and assistant professor in the Department of Geontology at Simon Fraser University in Vancouver, Bristish Columbia, and an associate member of the SFU Department of Psychology. Dr. O′Rourke′s areas of research interest include mental illness and well–being, marriage in later life, and test construction and validation. He has lived and worked in Canada, the United States, Europe, and Israel. Larry Hatcher, Ph.D., is a professor of psychology at Saginaw Valley State University in Saginaw, Michigan, where he teaches courses in general psychology, industrial psychology, statistics, and computer applications in data analysis. The author of several books dealing with statistics and data analysis, Dr. Hatcher has taught at the college level since 1984, after earning his doctorate in industrial and organizational psychology from Bowling Green State University.

Edward J. Stepanski, Ph.D., is the director of the Sleep Disorders Service and Research Center at Rush University Medical Center in Chicago and as associate professor of psychology and medicine at Rush Medical College. He uses data warehousing and computer analysis for a variety of research projects aimed at understanding sleep disorders and quantifying sleep–related daytime impairment. Dr. Stepanski earned his doctorate in clinical psychology from Bowling Green State University in 1985 and has written more than 50 papers and book chapters on sleep disorders medicine.