Companion lecture course

Hear the chapter.
Then work the method.

Fourteen chapter lectures accompany the book’s online notes, teaching slides, quizzes, and R and Python resources.

14
chapter lectures
7h 22m
total runtime
900
teaching slides

Watch on YouTube ↗ English captions are available in the player.

Course index

Fourteen chapter lectures

Chapters run in the order of the book. Selecting a chapter changes the player above and updates the page address, so any lecture can be bookmarked or shared.

How to use the course

One chapter,
five steps.

  1. Watch the lecture

    Follow the chapter argument from beginning to end before reading in detail.

  2. Review the slides

    Return to any page of the deck at your own pace in the protected slide reader.

  3. Read the chapter

    Work through the online chapter for the methods, formulas, and empirical case.

  4. Try the quiz

    Check the ideas you can state precisely and the ones that need another pass.

  5. Run the code

    Reproduce the analysis in R and in Python, then adapt it to your own data.