Introduction to statistics in human performance : using SPSS and R /

Bibliographic Details
Main Authors: Mood, Dale (Author), Morrow, James R., Jr., 1947- (Author), McQueen, Matthew Bruce (Author)
Corporate Author: Taylor & Francis
Format: eBook
Language:English
Published: New York, NY : Routledge, 2020.
Edition:Second edition.
Subjects:
Online Access:Connect to the full text of this electronic book

MARC

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245 1 0 |a Introduction to statistics in human performance :  |b using SPSS and R /  |c Dale P. Mood, James R. Morrow, Jr., and Matthew B. McQueen. 
250 |a Second edition. 
264 1 |a New York, NY :  |b Routledge,  |c 2020. 
264 4 |c ©2020 
300 |a 1 online resource. 
336 |a text  |b txt  |2 rdacontent 
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500 |a First edition published: Scottsdale, Arizona : Holcomb Hathaway, Publishers, 2015. 
500 |a Includes index. 
504 |a Includes bibliographical references and index. 
545 0 |a Dale P. Mood is a Professor Emeritus at the University of Colorado, USA, where he taught for 47 years in the Department of Integrative Physiology. He is a former Department Chair, Associate Dean for Student Academic Affairs, coordinator of the Responsible Conduct of Research program on the Boulder campus and interim Director of the Post Baccalaureate Pre-Medical program. He has authored fi ve textbooks, three book chapters, nearly 50 articles, and he has presented both nationally and internationally in the areas of measurement and research. James R. Morrow, Jr. is a Regents Professor Emeritus in the Department of Kinesiology, Health Promotion, and Recreation at the University of North Texas, USA. He has authored more than 200 peer-reviewed manuscripts and five books, and he has made nearly 300 professional presentations. He received the 2011 President's Council on Fitness, Sports & Nutrition Honor Award. His teaching and research focus on measurement issues related to physical fi tness and activity assessment. Matthew B. McQueen is the founding Director of the Public Health Certifi cate Program and teaches introduction to epidemiology for undergraduate students as well as advanced biostatistics for graduate students at the University of Colorado Boulder. Dr. McQueen's research objectives are focused on the development and application of epidemiological and biostatistical methods to advance our understanding of human disease from genes to populations. His research program is highly interdisciplinary involving studies of genetics and the microbiome, cardiometabolic disease, substance abuse as well as neurological studies of Alzheimer's disease and mild traumatic brain injury. 
505 0 |a Cover; Half Title; Title; Copyright; Dedication; Contents; Lists of Figures; List of Tables; List of Symbols; List of Equations; Preface; Acknowledgments; Student Introduction; 1 Research Methods; Introduction; Video 1.1 Introduction to Research Issues and Vocabulary; The Nature of Research; Gaining Knowledge; Theories; Hypotheses; Video 1.2 How Statistics Fit into Research; Levels of Knowledge; Types of Reasoning; Types of Research; The Scientific Method; The Data Collected; Populations and Samples; Variables; Variance; Summary of the Scientific Method 
505 8 |a Video 1.3 Knowing and the Scientific MethodResearch Validity; Internal Validity; External Validity; Balancing Internal and External Validity; Factors Threatening Internal Validity; Increasing Internal Validity; Video 1.4 Internal Validity and Threats to It; Factors Threatening External Validity; Improving External Validity; Video 1.5 External Validity and Threats to It; The Relationship Between Internal and External Validity; Experimental Design; Selection of Statistical Procedure; Summary; Video 1.6 Chapter 1 Summary: Concepts and Terms; Review Questions and Practice Problems; References 
505 8 |a 2 Introduction to Measurement and StatisticsIntroduction; Statistics as a Tool; Introduction to Measurement; Levels of Measurement; Video 2.1 Introduction to Measurement; Accuracy of Measurement; Measurement Validity; Video 2.2 Measurement Validity; Measurement Reliability; Video 2.3 Measurement Reliability; Measurement Objectivity; The Relationship Between Measurement Validity and Reliability; Types of Statistics; Descriptive Statistics; Correlational Statistics; Inferential Statistics; Video 2.4 Categories of Statistics: Descriptive, Correlational, and Inferential; Use of SPSS and R 
505 8 |a Video 3.2R RStudio Calculating Measures of Central TendencyThe Danger of Using the Word Average; Measures of Variability; Range; Semi-Interquartile Range; Population Variance; Population Standard Deviation; Calculating Variance and Standard Deviation; Sample Variance and Standard Deviation; Raw Score Equations for Sample Variance and Standard Deviation; Video 3.3 Variance and Standard Deviation as Measures of Variability; Video 3.4 SPSS Various Equations to Calculate Variance and Standard Deviation; Video 3.4R RStudio Various Equations to Calculate Variance and Standard Deviation; Summary 
588 |a Description based on online resource; title from digital title page (viewed on July 30, 2019). 
500 |a Electronic resource. 
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650 0 |a Exercise  |x Physiological aspects  |x Mathematics. 
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700 1 |a McQueen, Matthew Bruce,  |e author.  |0 http://id.loc.gov/authorities/names/no2001032626 
710 2 |a Taylor & Francis.  |0 http://id.loc.gov/authorities/names/n84073022 
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