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Overview
Emphasizing real data, current events and popular statistical software, Healey/Donoghue’s “Statistics: A Tool for Social Research and Data Analysis,” 12th Edition, with MindTap, introduces fundamental concepts of statistics and their practical application to social issues. Examples from daily life illustrate the value of statistics in education, business, health, media, politics and sports. New features provide guidance on using Microsoft Excel and Google Sheets for data analysis, new SPSS datasets on AI and social media usage, end-of-chapter problems in social sciences and concepts and techniques in key areas. The student-friendly approach offers chapter introductions on current affairs, breaking down complex material with no advanced mathematical knowledge required. Students gain professional skills in a social science field and as statistically literate consumers of social research.
Part I: DESCRIPTIVE STATISTICS.
2. Basic Descriptive Statistics: Tables, Percentages, Ratios and Rates, and Graphs.
3. Measures of Central Tendency.
4. Measures of Variation.
5. The Normal Curve.
Part II: INFERENTIAL STATISTICS.
6. Introduction to Inferential Statistics: Sampling and the Sampling Distribution.
7. Estimation Procedures.
8. Hypothesis Testing I: The One-Sample Case.
9. Hypothesis Testing II: The Two-Sample Case.
10. Hypothesis Testing III: The Analysis of Variance.
11. Hypothesis Testing IV: Chi Square.
Part III: BIVARIATE MEASURES OF ASSOCIATION.
12. Bivariate Association for Nominal- and Ordinal-Level Variables.
13. Association Between Variables Measured at the Interval-Ratio Level.
Part IV: MULTIVARIATE TECHNIQUES.
14. Elaborating Bivariate Tables.
15. Partial Correlation and Multiple Regression and Correlation.
Appendix A: Area Under the Normal Curve.
Appendix B: Distribution of t.
Appendix C: Distribution of Chi Square.
Appendix D: Distribution of F.
Appendix E: Using Statistics: Ideas for Research Projects.
Appendix F: An Introduction to SPSS.
Appendix G: Codebooks for All Data Sets.
Answers to Odd-Numbered End-Of-Chapter Problems and Cumulative Exercises.
Glossary.
Index.