Test Bank for Statistics The Art and Science of Learning from Data 4th Edition by Alan Agresti 0321996879 9780321996879

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ISBN 10: 0321996879
ISBN 13: 9780321996879
Author: Alan Agresti

For courses in introductory statistics. The Art and Science of Learning from Data The Art and Science of Learning from Data, Fourth Edition, takes a conceptual approach, helping students understand what statistics is about and learning the right questions to ask when analyzing data, rather than just memorizing procedures. This book takes the ideas that have turned statistics into a central science in modern life and makes them accessible, without compromising the necessary rigor. Students will enjoy reading this book, and will stay engaged with its wide variety of real-world data in the examples and exercises. The authors believe that it’s important for students to learn and analyze both quantitative and categorical data. As a result, the text pays greater attention to the analysis of proportions than many other introductory statistics texts. Concepts are introduced first with categorical data, and then with quantitative data.

Statistics The Art and Science of Learning from Data 4th Table of contents:

Part 1. Gathering and Exploring Data

Probability in Our Daily Lives

Chapter 1. Statistics: The Art and Science of Learning from Data

Probability Distributions

Chapter 2. Exploring Data with Graphs and Numerical Summaries

Sampling Distributions

Chapter 3. Association: Contingency, Correlation, and Regression

Statistical Inference: Confidence Intervals

Chapter 4. Gathering Data

Statistical Inference: Significance Tests About Hypotheses

Part Review 1 Gathering and Exploring Data

Comparing Two Groups

Part Review 1 Answers

Analyzing the Association Between Categorical Variables

Part 2. Probability, Probability Distributions, and Sampling Distributions

Analyzing the Association Between Quantitative Variables: Regression Analysis

Chapter 5. Probability in Our Daily Lives

Multiple Regression

Chapter 6. Probability Distributions

Comparing Groups: Analysis of Variance Methods

Chapter 7. Sampling Distributions

Nonparametric Statistics

Part Review 2 Probability, Probability Distributions, and Sampling Distributions

Appendix

Part Review 2 Answers

Part 3. Inferential Statistics

Chapter 8. Statistical Inference: Confidence Intervals

Chapter 9. Statistical Inference: Significance Tests About Hypotheses

Chapter 10. Comparing Two Groups

Part 3 Review Statistical Inference Methods

Part 3 Review Answers

Part 4. Analyzing Association and Extended Statistical Methods

Chapter 11. Analyzing the Association Between Categorical Variables

Chapter 12. Analyzing the Association Between Quantitative Variables: Regression Analysis

Chapter 13. Multiple Regression

Chapter 14. Comparing Groups: Analysis of Variance Methods

Chapter 15. Nonparametric Statistics

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