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Articles

Why We Should Teach Causal Inference: Examples in Linear Regression With Simulated Data

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Figures & data

Fig. 1 DAG for Example 1: Adjusting causes bias.

Fig. 1 DAG for Example 1: Adjusting causes bias.

Fig. 2 DAG for Example 2: Adjusting removes bias.

Fig. 2 DAG for Example 2: Adjusting removes bias.

Fig. 3 DAG for Example 3: Adjusting causes bias.

Fig. 3 DAG for Example 3: Adjusting causes bias.

Fig. 4 DAG for experimental setup in Example 2.

Fig. 4 DAG for experimental setup in Example 2.

Fig. 5 DAG for mediation analysis.

Fig. 5 DAG for mediation analysis.