Advanced Statistics for Kinesiology and Exercise Science

Moh H. Malek, Ph.D., FACSM, FNSCA, CSCS,*D, is an Associate Professor (tenured) of Physical Therapy in the Department of Health Care Sciences at the Eugene Applebaum College of Pharmacy and Health Sciences at Wayne State University in Detroit, Michigan, USA.Jared W. Coburn, Ph.D., FASCM, FNSCA, CSCS,*D, is a Professor (tenured) of Kinesiology in the Department of Kinesiology at California State University, Fullerton, California, USA. William D. Marelich, Ph.D., is Professor (tenured) of Psychology in the Department of Psychology at California State University, Fullerton, and a consulting statistician for Health Risk Reduction Projects, Integrative Substance Abuse Programs (ISAP), Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at the University of California, Los Angeles, USA.

• Part 1: ANOVA analysis1. What’s stats got to do with it?2. Organizing the data3. Review of one-way analysis of variance (ANOVA)4. Two- and three-way factorial ANOVA5. Mixed or between-within factorial ANOVA6. Analysis of covariance (ANCOVA)Part 2: Regression analysis7. Diagnostic tests for regression8. Basic multiple regression analysis9. Multiple regression models for quantitative and categorical data10. Regression model validation11. Logistic regressionPart 3: Special statistical procedures12. Multivariate analysis of variance (MANOVA)