What is meant by Analysis of Variance? What is its purpose? What exactly is the hypothesis in

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What is meant by Analysis of Variance? What is its purpose? What exactly is the hypothesis in an ANOVA test? What does it mean if the null is not rejected? How do you interpret the rejection of the null?

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