Dewey Edition23
Reviews"Zeitlin and Auerbach completed an excellent introductory statistics textbook. The step-by-step instructions on how to complete basic descriptive and inferential statistics using R are simple to follow and understand. It is also a good book for people who are knowledgeable in Excel and want to find a statistical software program that is compatible with Excel data analysis and interpretations." -- Serge Lee, PhD, Social Work Research Professor, Division of Social Work, California State University, Sacramento"A free platform on which cutting-edge statistical methods are increasingly implemented, R is the software of the future. It can, however, be daunting for social workers and others in the human services. No more. Zeitlin and Auerbach make it easy-they provide a unique introductory statistics text built around easily understood step-by-step classroom-tested instructions for using R. What is more, they do this in an engaging conversational style and provide a wide range of excellent resources, including video links, datasets relevant to the human services, downloadable R scripts, a glossary, and chapter exercises." -- John G. Orme, PhD, MSW, Professor, College of Social Work, University of Tennessee, Knoxville, "Zeitlin and Auerbach completed an excellent introductory statistics textbook. The step-by-step instructions on how to complete basic descriptive and inferential statistics using R are simple to follow and understand. It is also a good book for people who are knowledgeable in Excel and want to find a statistical software program that is compatible with Excel data analysis and interpretations." -- Serge Lee, PhD, Social Work Research Professor, Division ofSocial Work, California State University, Sacramento"A free platform on which cutting-edge statistical methods are increasingly implemented, R is the software of the future. It can, however, be daunting for social workers and others in the human services. No more. Zeitlin and Auerbach make it easy-they provide a unique introductory statistics text built around easily understood step-by-step classroom-tested instructions for using R. What is more, they do this in an engaging conversational style and provide awide range of excellent resources, including video links, datasets relevant to the human services, downloadable R scripts, a glossary, and chapter exercises." -- John G. Orme, PhD, MSW, Professor, Collegeof Social Work, University of Tennessee, Knoxville, "Zeitlin and Auerbach completed an excellent introductory statistics textbook. The step-by-step instructions on how to complete basic descriptive and inferential statistics using R are simple to follow and understand. It is also a good book for people who are knowledgeable in Excel and want to find a statistical software program that is compatible with Excel data analysis and interpretations." -- Serge Lee, PhD, Social Work Research Professor, Division of Social Work, California State University, Sacramento "A free platform on which cutting-edge statistical methods are increasingly implemented, R is the software of the future. It can, however, be daunting for social workers and others in the human services. No more. Zeitlin and Auerbach make it easy-they provide a unique introductory statistics text built around easily understood step-by-step classroom-tested instructions for using R. What is more, they do this in an engaging conversational style and provide a wide range of excellent resources, including video links, datasets relevant to the human services, downloadable R scripts, a glossary, and chapter exercises." -- John G. Orme, PhD, MSW, Professor, College of Social Work, University of Tennessee, Knoxville, Zeitlin and Auerbach completed an excellent introductory statistics textbook. The step-by-step instructions on how to complete basic descriptive and inferential statistics using R are simple to follow and understand. It is also a good book for people who are knowledgeable in Excel and want to find a statistical software program that is compatible with Excel data analysis and interpretations."
Table Of ContentChapter 1. Introduction to Basic Statistics for the Behavioral and Social Sciences Using RChapter 2. Descriptive StatisticsChapter 3. Probabilities and the Binomial DistributionChapter 4. The Normal Distribution and Standardized ScoresChapter 5. Introduction to Inferential StatisticsChapter 6. Comparing SamplesChapter 7. Non-Parametric Tests of Central TendencyChapter 8. Correlation and Simple Linear RegressionChapter 9. Tests of AssociationChapter 10. Power AnalysisReferencesAppendix A. Additional Resources for Learning RAppendix B. Math ReviewAppendix C. Getting Started with RAppendix D. Dataset ExplanationsGlossary
SynopsisIdeal for introductory statistics courses at both the undergraduate and graduate levels, Basic Statistics for the Behavioral and Social Sciences Using R includes topics typically covered in introductory textbooks while featuring subjects such as bootstrapping and an introduction to R. In a straightforward and easy-to-understand format, the authors also provide readers with a plethora of freely available and robust resources and examples that are applicable to a wide variety of behavioral and social science disciplines, including social work, psychology, and physical and occupational therapy., Ideal for introductory statistics courses at both the undergraduate and graduate levels, Basic Statistics for the Behavioral and Social Sciences Using R is specifically designed to make adoption simple in a variety of disciplines. The text includes topics typically covered in introductory textbooks: probability, descriptive statistics, visualization, comparisons of means, tests of association, correlations, OLS regression, and power analysis. However, it also transcends other books at this level by covering topics such as bootstrapping and an introduction to R, for those who are novices to this powerful tool. In a straightforward and easy-to-understand format, the authors provide readers with a plethora of freely available and robust resources and examples that are applicable to a wide variety of behavioral and social science disciplines, including social work, psychology, and physical and occupational therapy. The book is a must-read for all professors and students endeavoring to learn basic statistics., Students in the behavioral and social sciences frequently need to take introductory courses in statistics. Ideal for said courses at both the undergraduate and graduate levels, Basic Statistics for the Behavioral and Social Sciences Using R is specifically designed to make adoption simple in a variety of disciplines. The text includes topics typically covered in introductory textbooks: probability, descriptive statistics, visualization, comparisons of means, tests of association, correlations, OLS regression, and power analysis. However, it also transcends other books at this level by featuring subjects such as bootstrapping and an introduction to R. In a straightforward and easy-to-understand format, the authors provide readers with a plethora of freely available and robust resources (such as links to Khan Academy® videos, datasets to practice skills taught in the book, and linkages to R and RStudio) and examples that are applicable to a wide variety of behavioral and social science disciplines, including social work, psychology, and physical and occupational therapy. The book is a must-have for all professors and students endeavoring to learn basic statistics.