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

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Bibliographic Details
Main Author: Ntoumanis, Nikos
Format: eBook
Language:English
Published: Newark : John Wiley & Sons, Incorporated, 2016.
Series:New York Academy of Sciences Ser.
Subjects:
Online Access:Click for online access

MARC

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020 |a 1118962060 
035 |a (OCoLC)1347024109 
050 4 |a QA276.4  |b .I587 2016 
049 |a HCDD 
100 1 |a Ntoumanis, Nikos. 
245 1 3 |a An Introduction to Intermediate and Advanced Statistical Analyses for Sport and Exercise Scientists  |h [electronic resource]. 
260 |a Newark :  |b John Wiley & Sons, Incorporated,  |c 2016. 
300 |a 1 online resource (315 p.). 
490 1 |a New York Academy of Sciences Ser. 
500 |a Description based upon print version of record. 
505 0 |a 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 
505 8 |a 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 
505 8 |a 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 
504 |a 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 
505 8 |a 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 
500 |a CFA: Testing the Measurement Models 
650 0 |a Mathematical statistics  |x Data processing. 
650 0 |a Mathematical statistics  |x Study and teaching. 
655 0 |a Electronic books. 
776 0 8 |i Print version:  |a Ntoumanis, Nikos  |t An Introduction to Intermediate and Advanced Statistical Analyses for Sport and Exercise Scientists  |d Newark : John Wiley & Sons, Incorporated,c2016  |z 9781118962053 
830 0 |a New York Academy of Sciences Ser. 
856 4 0 |u https://ebookcentral.proquest.com/lib/holycrosscollege-ebooks/detail.action?docID=7104286  |y Click for online access 
903 |a EBC-AC 
994 |a 92  |b HCD