Model selection isn’t causal inference
Suchinta Arif (suchinta.arif@dal.ca) *1, Aaron MacNeil1(a.macneil@dal.ca)
*Corresponding author
1Dalhousie University, Department of Biology
Life Sciences Building,
1355 Oxford St. B3H 3Z1,
Halifax, Nova Scotia, Canada
Running title: Model selection isn’t causal inference
Keywords: causal inference, cause-and-effect, model selection, directed acyclic graphs (DAGs), back-door criterion
Statement of authorship: SA conceived the idea for this viewpoint and led the drafting of the manuscript. All authors edited the manuscript and collaboratively discussed their perspectives throughout writing the manuscript.
Data accessibility statement: No new data were used in this manuscript.
Type of Article: Viewpoint; Counts: Abstract words (94), main text words (1797), references (35), figures (1), tables (1)