Question

Consider the following causal diagram. Which model formula corresponds to the model that should be used to estimate the total causal effect that A has on E? E~A E~B+C E~A+D E~A+B+C+D E~A+B+C

          Consider the following causal diagram.

Which model formula corresponds to the model that should be used to estimate the total causal effect that A has on E?

E~A
E~B+C
E~A+D
E~A+B+C+D
E~A+B+C

Added by Lonnie J.

Elementary Statistics a Step by Step Approach

Allan G. Bluman 9th Edition

Instant Answer

Solved by Expert Sri K

06/15/2023

Step 1

Since we don't have the causal diagram, let's assume that A affects E directly and also affects B and C, which in turn affect E. D is an independent variable that also affects E. Show more…

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Consider the following causal diagram: Which model formula corresponds to the model that should be used to estimate the total causal effect that A has on E? E ~ A E ~ B + C E ~ A + D E ~ A + B + C + D E ~ A + B + C