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Social Statistics de Thomas J. Linneman

Social Statistics: Sociology Re-Wired

Autor Thomas J. Linneman
en Limba Engleză Hardback – 31 iul 2025
With a clear, engaging writing style and fascinating examples using a variety of real data, this text covers the contemporary statistical techniques that students will encounter in the world of social research.
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Specificații

ISBN-13: 9781032490373
ISBN-10: 1032490373
Pagini: 856
Dimensiuni: 191 x 235 mm
Ediția:5. Auflage
Editura: Taylor & Francis Ltd.
Seria Sociology Re-Wired

Cuprins

Preface
Acknowledgements
Chapter 1. Life in a Data-Laden Age: Finding and Managing Datasets
Chapter 2. The Art of Visual Storytelling: Creating Accurate Tables and Graphs
Chapter 3. Summarizing Center and Diversity: Basic Descriptive Statistics
Chapter 4. Using Sample Crosstabs to Talk About Populations: The Chi-square Test
Chapter 5. Using a Sample Mean or Proportion to Talk About a Population: Confidence Intervals
Chapter 6. Using Multiple Sample Means to Talk About Populations: T–Tests and ANOVA
Chapter 7. Give me One Good Reason Why: Bivariate Correlation and Regression
Chapter 8. Using Sample Slopes to Talk About Populations: Inference and Regression
Chapter 9. It’s All Relative: Dichotomies as Independent Variables in Regression
Chapter 10. Above and Beyond: The Logic of Controlling and the Power of Nested Regression Models
Chapter 11. Some Slopes are Bigger than Others: Calculating and Interpreting Beta Coefficients
Chapter 12. Different Slopes for Different Folks: Interaction Effects
Chapter 13. Explaining Dichotomous Outcomes: Logistic Regression
Chapter 14. Visualizing Causal Stories: Path Analysis
Chapter 15. Questioning the Greatness of Straightness: Nonlinear Relationships
Chapter 16. Problems and Prospects: Regression Diagnostics, Advanced Techniques, and Where to Go Now
Appendix A: Variables and Indexes from the Datasets Used in the End-of-Chapter Exercises
Appendix B: 100 Articles That Use Statistics in Less than Scary Ways
Appendix C: Statistical Tables
Appendix D: Answers to Odd-Numbered End-of-Chapter Exercises
Bibliography
Glossary/Index

Notă biografică

Thomas J. Linneman is Professor of Sociology and Faculty Director of Academic Advising at the College of William & Mary. The recipient of several teaching awards, he teaches statistics, social change, sexualities, and the pandemic. His research on teaching statistics recently appeared in the journal Teaching Sociology. After a student posted one of his teaching videos on TikTok and it went viral, a Buzzfeed list named him “Best Professor on the Planet.”