Advanced Statistics for Kinesiology and Exercise Science: A Practical Guide to Anova and Regression Analyses

ISBN-13: 9780415373395 / Angielski / Miękka / 2018 / 152 str.

Moh H. Malek; Jared W. Coburn; William D. Marelich

Opis

Advanced Statistics for Kinesiology and Exercise Science is the first textbook to cover advanced statistical methods in the context of the study of human performance. Divided into two distinct sections, the book introduces and explores in depth both analysis of variance (ANOVA) and regressions analyses, including chapters on:

• preparing data for analysis
• one-way, factorial and repeated-measures ANOVA
• analysis of covariance and multiple analyses of variance and covariance
• diagnostic tests
• regression models for quantitative and qualitative data
• model selection and validation
• logistic regression

Drawing clear lines between the use of SPSS and interpreting and analysing results, and illustrated with sport and exercise science-specific sample data and results sections throughout, the book offers an unparalleled level of detail in explaining advanced statistical techniques to kinesiology students. Advanced Statistics for Kinesiology and Exercise Science is an essential text for any student studying advanced statistics or research methods as part of an undergraduate or postgraduate degree programme in kinesiology, sport and exercise science or health science.