Statistics. Unlocking the Power of Data

  • ID: 2241932
  • Book
  • 736 Pages
  • John Wiley and Sons Ltd
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This 1
st edition of Statistics moves the curriculum in innovative ways while still looking relatively familiar. Statistics, 1e utilizes intuitive methods to introduce the fundamental idea of statistical inference. These intuitive methods are enabled through statistical software and are accessible at very early stages of a course. The text also includes the more traditional methods such as t–tests, chi–square tests, etc., but only after students have developed a strong intuitive understanding of inference through randomization methods. The text is designed for use in a one–semester introductory statistics course. The focus throughout is on data analysis and the primary goal is to enable students to effectively collect data, analyze data, and interpret conclusions drawn from data. The text is driven by real data and real applications. Students completing the course should be able to accurately interpret statistical results and to analyze straightforward data sets.
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Unit A: Data

Chapter 1: Collecting Data

Chapter 2: Describing Data

Unit B: Understanding Inference

Chapter 3: Confidence Intervals

Chapter 4: Hypothesis Tests

Unit C: Inference for Means and Proportions

Chapter 5: Approximating with a Distribution

Chapter 6: Inference for Means and Proportions

Unit D: Inference for Multiple Parameters

Chapter 7: Chi–Square Tests for Categorical Variables

Chapter 8: ANOVA for Comparing Means

Chapter 9: Inference for Regression

Chapter 10: Multiple Regression

Optional:

Chapter 11: Probability Basics

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"this text should be familiar to everyone teaching an introductory statistics course or considering a textbook for one. Truly innovative textbooks are rare indeed, and I hope this one will stimulate much discussion and debate." (Mathematical Association of America 2016)
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