The treatment effect is the difference in outcomes between subjects who receive a treatment and those who do not. This concept is crucial for understanding how effective a specific intervention is, as it highlights the causal impact of the treatment on the response variable. In experimental design, particularly in randomized complete block designs, measuring the treatment effect helps determine whether observed differences are due to the treatment itself or other factors.
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