Advanced search
Publication Cover
Journal of Statistics Education Volume 28, 2020 - Issue 2
Submit an article Journal homepage
14,092
Views
16
CrossRef citations to date
0
Altmetric
Articles

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

Karsten LübkeInstitute for Empirical Research & Statistics, FOM University of Applied Sciences, Dortmund, Germany; Correspondence[email protected]
,
Matthias GehrkeInstitute for Empirical Research & Statistics, FOM University of Applied Sciences, Frankfurt am Main, Germany;
,
Jörg HorstFaculty of Engineering and Mathematics, Bielefeld University of Applied Sciences, Bielefeld, Germany;
&
Gero SzepannekSchool of Business Studies, Hochschule Stralsund – University of Applied Sciences, Stralsund, Germany
Pages 133-139 | Published online: 13 May 2020

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.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.