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Front Door Path Causality pacmann.io © 2022 – Pacmann AI
pacmann.io © 2022 – Pacmann AI 2 Referensi • The Effect Chapter 8— Nick Huntington
pacmann.io © 2022 – Pacmann AI 3 Outcomes • Student can explain how to estimate causal effect when it’s not possible to close all back door paths • Student can explain several ways to isolate front door path • Student can explain natural experiment and deal with its limitations • Student can explain the example of front door method
pacmann.io © 2022 – Pacmann AI 4 Outline • Background: Estimating Causal Effect • Isolating Front Door Path • Natural Experiment • Front Door Method