A balanced design is a type of experimental setup where each treatment combination appears an equal number of times across the levels of the factors being studied. This ensures that the effects of each factor can be analyzed without bias from unequal sample sizes. In two-way ANOVA and factorial designs, a balanced design facilitates clearer interpretation of interactions between factors and increases the reliability of statistical conclusions.
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