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Why to employ Analysis of Variance (ANOVA), the populations being studied must be approximately normally distributed? Why is this true or false? Explain

Why to employ Analysis of Variance (ANOVA), the populations being studied must be approximately normally distributed? Why is this true or false? Explain

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