Contents

  1. Introduction

  2. Organization of the Course

  3. Acknowledgements

  4. Accessibility

  5. Unit 1: Gathering and Summarizing Data
  6. Lesson 1.1 Organizing Data

    1. Supplementary Notes 1.1

    2. Software Lab 1.1

    3. Software Lab 1.1 Solutions

  7. Lesson 1.2: Sampling and Experiments

    1. Supplementary Notes 1.2

  8. Lesson 1.3: Summarizing Numerical Data

    1. Supplementary Notes 1.3

    2. Software Lab 1.3

    3. Software Lab 1.3 Solutions

  9. Lesson 1.4: Summarizing Categorical Data

    1. Supplementary Notes 1.4

    2. Software Lab 1.4

    3. Software Lab 1.4 Solutions

  10. Unit 2: Using Probability to Understand Data
  11. Lesson 2.1: Probabilities of Events

    1. Supplementary Notes 2.1

    2. Software Lab 2.1

    3. Software Lab 2.1 Solutions

  12. Lesson 2.2: Conditional Probability

    1. Supplementary Notes 2.2

    2. Software Lab 2.2

    3. Software Lab 2.2 Solutions

  13. Lesson 2.3: The Normal Distribution

    1. Supplementary Notes 2.3

    2. Software Lab 2.3

    3. Software Lab 2.3 Solutions

  14. Unit 3: Statistical Inference
  15. Lesson 3.1: Sampling Variability

    1. Supplementary Notes 3.1

    2. Software Lab 3.1

    3. Software Lab 3.1 Solutions

  16. Lesson 3.2: Confidence Intervals

    1. Supplementary Notes 3.2

    2. Software Lab 3.2

    3. Software Lab 3.2 Solutions

  17. Lesson 3.3: Hypothesis Testing

    1. Supplementary Notes 3.3

    2. Software Lab 3.3

    3. Software Lab 3.3 Solutions

  18. Unit 4: Analyzing Proportions and Counts
  19. Lesson 4.1: Inference for Proportions

    1. Supplementary Notes 4.1

    2. Software Lab 4.1

    3. Software Lab 4.1 Solutions

  20. Lesson 4.2: Testing Goodness of Fit in One-way Tables

    1. Supplementary Notes 4.2

    2. Software Lab 4.2

    3. Software Lab 4.2 Solutions

  21. Lesson 4.3: Testing Independence in Two-way Tables

    1. Supplementary Notes 4.3

    2. Software Lab 4.3

    3. Software Lab 4.3 Solutions

  22. Unit 5: Analyzing Means
  23. Lesson 5.1: Inference for One Mean or a Mean Difference from Two Paired Groups

    1. Supplementary Notes 5.1

    2. Software Lab 5.1

    3. Software Lab 5.1 Solutions

  24. Lesson 5.2: Inference for Difference in Means from Two Independent Groups

    1. Supplementary Notes 5.2

    2. Software Lab 5.2

    3. Software Lab 5.2 Solutions

  25. Lesson 5.3: Inference for Multiple Means Using ANOVA

    1. Supplementary Notes 5.3

    2. Software Lab 5.3

    3. Software Lab 5.3 Solutions

  26. Unit 6: Exploring Relationships Between Variables
  27. Lesson 6.1: Linear Association Between Two Numerical Variables

    1. Supplementary Notes 6.1

    2. Software Lab 6.1

    3. Software Lab 6.1 Solutions

  28. Lesson 6.2: Simple Linear Regression

    1. Supplementary Notes 6.2

    2. Software Lab 6.2

    3. Software Lab 6.2 Solutions

  29. Lesson 6.3: Multiple Linear Regression

    1. Supplementary Notes 6.3

    2. Software Lab 6.3

    3. Software Lab 6.3 Solutions

  30. Glossary