Skip to content
Back to Observational causal analysis
PricingLog in

Data Analytics

Confounding and causal diagrams

A causal diagram maps potential common causes of an exposure and outcome before adjustment.

4 minutes. No sign-up needed.

Chapter 27: Observational causal analysis7 lessons · 29 min
  1. 1Confounding and causal diagrams4 min
  2. 2Mediators and colliders4 min
  3. 3Stratified causal comparisons4 min
  4. 4Overlap and common support4 min
  5. 5Difference-in-differences4 min
  6. 6Limits of observational causal analysis3 min
  7. 7Challenge: Observational causal analysis6 min
Go to the chapter

This lesson is part of the Data Analytics course.

Example plan3 lessons · 12 min

Confounding and causal diagramsObservational causal analysis4 min
Mediators and collidersObservational causal analysis4 min
Stratified causal comparisonsObservational causal analysis4 min

An example. Your plan follows your answers, so it can start later and end sooner.

Build my plan

Start free, no account needed.