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An Introduction to Intermediate and Advanced Statistical Analyses for Sport and Exercise Scientists.

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Bibliographic Details
Main Author: Ntoumanis, Nikos
Format: Electronic eBook
Language:English
Published: Newark : John Wiley & Sons, Incorporated, 2016.
Subjects:
Mathematical statistics > Data processing.
Mathematical statistics > Study and teaching.
Electronic books.
Online Access: Full text (MFA users only)
ISBN:9781118962060
1118962060
Local Note:ProQuest Ebook Central
Table of Contents:
  • Intro
  • Title Page
  • Copyright Page
  • Contents
  • About the editors
  • List of contributors
  • Foreword
  • Preface
  • Chapter 1 Factorial ANOVA and MANOVA
  • General Introduction
  • Hypothesis Testing
  • Alpha Level
  • Assumptions
  • Further Considerations
  • Utility in Sport and Exercise Sciences
  • Treatment Conditions
  • Existing Conditions
  • Individual Characteristics
  • Recent Usage
  • The Substantive Example
  • Univariate: Factorial ANOVA
  • Univariate Assumptions
  • The Synergy
  • Factorial ANOVA Analysis Plan
  • Example of a Write-Up Compatible with the APA Publication Manual
  • Factorial MANOVA Analysis Plan
  • Example of a Write-Up Compatible with the APA Publication Manual
  • Summary
  • Acknowledgment
  • References
  • Chapter 2 Repeated measures ANOVA and MANOVA
  • General Introduction
  • Between- versus Within-Subjects Variables
  • Hypothesis Testing
  • Assumptions
  • Further Considerations
  • Utility in Sport and Exercise Sciences
  • Multiple Treatment Conditions
  • Multiple Assessments
  • Longitudinal Studies
  • Recent Usage
  • The Substantive Example
  • Univariate: Repeated Measures ANOVA
  • Univariate Assumptions
  • Multivariate: Repeated Measures MANOVA
  • Multivariate Assumptions
  • The Synergy
  • Repeated Measures ANOVA Analysis Plan
  • Example of a Write-Up Compatible with the APA Publication Manual
  • Repeated Measures MANOVA Analysis Plan
  • Example of a Write-Up Compatible with the APA Publication Manual
  • Summary
  • Acknowledgment
  • References
  • Chapter 3 Mediation and moderation via regression analysis
  • General Introduction
  • Utility of the Methods in Sport and Exercise Science
  • The Substantive Example
  • Mediation
  • The Synergy
  • Mediation
  • The Substantive Example
  • Moderation
  • The Synergy
  • Moderation
  • Summary
  • Global "Reliability" Is no Longer a Concern
  • Item Bank and IRT-Based Test Construction
  • Parameter Estimation and Software
  • Utility of the Methodology in Kinesiology
  • IRT Limitations and Future Direction
  • Conclusion
  • References
  • Chapter 5 Introduction to factor analysis and structural equation modeling
  • General Introduction
  • Utility of the Method in Sport and Exercise Science
  • Terminology and Methodology
  • Evaluating Model Fit
  • Interpreting Parameter Estimates
  • The Substantive Example
  • The Synergy
  • EFA: Establishing the Factor Structure

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