With experiments, researchers are concerned with whether the relationship between the treatment and the outcome variable holds true for certain subgroups.

Question

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Researchers often conduct subgroup analysis in experiments to investigate whether the treatment effect is consistent across different subgroups. Subgroup analysis helps to identify whether certain groups respond differently to the treatment and to develop personalized or targeted interventions for different populations.

With Experiments, Researchers Are Concerned with Whether the Relationship Between