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.
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.Hinweis: Dieser Artikel kann nur an eine deutsche Lieferadresse ausgeliefert werden.
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."
Inhaltsangabe
1. Life in a Data-Laden Age: Finding and Managing Datasets 2. The Art of Visual Storytelling: Creating Accurate Tables and Graphs 3. Summarizing Center and Diversity: Basic Descriptive Statistics 4. Using Sample Crosstabs to Talk About Populations: The Chi-Square Test 5. Using a Sample Mean or Proportion to Talk About a Population: Confidence Intervals 6. Using Multiple Sample Means to Talk About Populations: t-Tests and ANOVA 7. Give Me One Good Reason Why: Bivariate Correlation and Regression 8. Using Sample Slopes to Talk About Populations: Inference and Regression 9. It's All Relative: Dichotomies as Independent Variables in Regression 10. Above and Beyond: The Logic of Controlling and the Power of Nested Regression Models 11. Some Slopes Are Bigger Than Others: Calculating and Interpreting Beta Coefficients 12. Different Slopes for Different Folks: Interaction Effects 13. Explaining Dichotomous Outcomes: Logistic Regression 14. Visualizing Causal Stories: Path Analysis 15. Questioning the Greatness of Straightness: Nonlinear Relationships 16. Problems and Prospects: Regression Diagnostics, Advanced Techniques, and Where to Go Now
1. Life in a Data-Laden Age: Finding and Managing Datasets 2. The Art of Visual Storytelling: Creating Accurate Tables and Graphs 3. Summarizing Center and Diversity: Basic Descriptive Statistics 4. Using Sample Crosstabs to Talk About Populations: The Chi-Square Test 5. Using a Sample Mean or Proportion to Talk About a Population: Confidence Intervals 6. Using Multiple Sample Means to Talk About Populations: t-Tests and ANOVA 7. Give Me One Good Reason Why: Bivariate Correlation and Regression 8. Using Sample Slopes to Talk About Populations: Inference and Regression 9. It's All Relative: Dichotomies as Independent Variables in Regression 10. Above and Beyond: The Logic of Controlling and the Power of Nested Regression Models 11. Some Slopes Are Bigger Than Others: Calculating and Interpreting Beta Coefficients 12. Different Slopes for Different Folks: Interaction Effects 13. Explaining Dichotomous Outcomes: Logistic Regression 14. Visualizing Causal Stories: Path Analysis 15. Questioning the Greatness of Straightness: Nonlinear Relationships 16. Problems and Prospects: Regression Diagnostics, Advanced Techniques, and Where to Go Now
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