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An introduction to intermediate and advanced statistical analyses for sport and exercise scientists [Elektronisk resurs] /edited by Nikos Ntoumanis, Nicholas D. Myers.

  • 1st ed.
  • E-bokEngelska2016

Förlag, utgivningsår, omfång ...

  • Publicerad:Chichester :Publicerad:Wiley,Publicerad:2016
  • 1 online resource (315 p.)

Nummerbeteckningar

  • LIBRIS-ID:18861356
  • ISBN:9781118962060
  • Ogiltigt nummer / annan version:9781118962053 (print)

Kompletterande språkuppgifter

  • Språk:engelska

Klassifikation

Anmärkningar

  • Description based upon print version of record.
  • 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
  • References -- Chapter 4 Item response theory and its applications in Kinesiology -- General Introduction -- What Is IRT? -- Other Commonly Used IRT Models -- Assumptions Related to IRT -- Unidimensionality -- Local Independence -- Addressing Model-Data Fit -- Inspecting Model Assumptions -- Inspecting Expected Model Features -- Inspecting Overall Model-Data Fit -- Computer Simulation for Model-Data Fit Testing -- Unique Features and Advantages of IRT -- Estimation Invariance -- Common Metric Scale -- Item and Test Information -- Test Relative Efficiency
  • 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
  • CFA: Testing the Measurement Models

Ämnesord och genrebeteckningar

Biuppslag (personer, institutioner, konferenser, titlar ...)

  • Ntoumanis, Nikos,1971- (redaktör/utgivare)
  • Myers, Nicholas D. (redaktör/utgivare)

Sammanhörande titlar

  • Annan version:Print:Ntoumanis, NikosAn introduction to intermediate and advanced statistical analyses for sport and exercise scientists20169781118962053

Länkade data-URI:er (test)

  • https://id.kb.se/term/sao/Idrott (Idrott sao)
  • https://id.kb.se/term/sao/Statistisk%20metod (Statistisk metod sao)
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