Free
Course

Regression Discontinuity Design and Instrumental Variables

Mimic experiments with the data you already have and measure the effects of treatment even with incomplete data.

This course includes
This course includes
  • Skill level

    Advanced
  • Time to complete

    Average based on combined completion rates — individual pacing in lessons, projects, and quizzes may vary
     
    2 hours
  • Projects

    1
  • Prerequisites

    None

About this course

A goal of many analytics projects is to answer “how much did factor x affect the outcome?”, otherwise known as the treatment effect. But it can be very hard to do that with real data because it’s often incomplete. This course will introduce you to two techniques to fix that problem: Regression Discontinuity Design and Instrumental Variables.

Syllabus

The platform

Hands-on learning

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  • Practice Projects

    Guided projects that help you solidify the skills and concepts you're learning.
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    Auto-graded quizzes and immediate feedback help you reinforce your skills as you learn.
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