What are the key assumptions that must be satisfied for a one-way ANOVA to be valid?
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What are the key assumptions that must be satisfied for a one-way ANOVA to be valid?
Independence: The samples must be independent.
Normality: The data in each group should be approximately normally distributed.
Homogeneity of variance: The variances across groups should be roughly equal (homoscedasticity).