Statistics: Unlocking the Power of Data, 2nd Edition

ISBN: 9781119308843

Statistics: Unlocking the Power of Data, 2nd Edition continues to utilize the intuitive methods like randomization and bootstrap intervals to introduce the fundamental idea of statistical inference. These methods are brought to life through authentically relevant examples, enabled through easy to use statistical software, and are accessible at very early stages of a course. The program includes the more traditional methods like t-tests, chi-square texts, etc. but only after you have developed a strong intuitive understanding of inference through randomization methods. The focus throughout is on data analysis and the primary goal is to enable you to effectively collect data, analyze data, and interpret conclusions drawn from data. The program is driven by real data and real applications.

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Robin H. Lock
St. Lawrence University

Patti Frazer Lock
St. Lawrence University

Kari Lock Morgan
Duke University

Eric F. Lock
Duke University

Dennis F. Lock
Iowa State University

Unit A: Data
1. Collecting Data
2. Describing Data
Unit A: Essential Synthesis

Unit B: Understanding Inference
3. Confidence Intervals
4. Hypothesis Tests
Unit B: Essential Synthesis

Unit C: Inference with Normal and t-Distributions
5. Approximating with a Distribution
6. Inference for Means and Proportions
Unit C: Essential Synthesis

Unit D: Inference for Multiple Parameters
7. Chi-Square Tests for Categorical Variables
8. ANOVA to Compare Means
9. Inference for Regression
10. Multiple Regression
Unit D: Essential Synthesis

The Big Picture: Essential Synthesis
P. Probability Basics

Appendix A. Chapter Summaries
Appendix B. Select Data Descriptions

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E-Text:9781119308843