Methods don't exist in isolation. Each builds on earlier ideas, generalizes a simpler case, or complements a different approach. Explore how 20 causal inference methods connect to each other through prerequisites, generalizations, and complementary relationships.
Interactive Relationship Map
Legend
Connection Types
Prerequisite
Generalization
Complement
Difficulty
Beginner
Intermediate
Advanced
Maturity
ESTEstablished
MODModern
FROFrontier
Experimental
(1)
Selection on Observables
(3)
Limited Dependent Variable Models
(2)
Panel & DiD
(7)
Discontinuity Designs
(2)
Instrumental Variables
(2)
Mechanisms & Mediation
(1)
Machine Learning & Modern
(2)
All Connections (35)
From
Type
To
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
prerequisite
complement
complement
complement
generalization
generalization
generalization
Click any method above to highlight its connections, then click “View Method” to see full details and interactive content.