| Description |
1 online resource (153 pages) |
| Contents |
Cover; Half title; Title page; Copyright page; Table of contents; List of figures; List of tables; Part I: ANOVA analysis; 1 What's stats got to do with it?; 2 Organizing the data; 3 Review of one-way analysis of variance (ANOVA); 4 Two- and three-wayfactorial ANOVA; 5 Mixed or between-within factorial ANOVA; 6 Analysis of covariance (ANCOVA); Part II: Regression analysis; 7 Diagnostic tests for regression; 8 Basic multiple regression analysis; 9 Multiple regression models for quantitative and categorical data; 10 Regression model validation; 11 Logistic regression |
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Part III: Special statistical procedures12 Multivariate analysis of variance (MANOVA); Index |
| Summary |
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 three 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 IBM SPSS Statistics software and interpreting and analyzing 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 |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| Subject |
Kinesiology -- Statistical methods
|
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Kinesiology, Applied -- statistics & numerical data
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HEALTH & FITNESS -- Healthy Living.
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HEALTH & FITNESS -- Holism.
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HEALTH & FITNESS -- Reference.
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MEDICAL -- Preventive Medicine.
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Kinesiology -- Statistical methods
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| Form |
Electronic book
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| Author |
Coburn, Jared W.
|
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Marelich, William D.
|
| ISBN |
9781315231273 |
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1315231271 |
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9781351864572 |
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1351864572 |
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9781351864558 |
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1351864556 |
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