week 4 discussion quanatitive

Why do we need hypotheses tests?What is the difference between the null hypothesis and the alternative hypothesis?Why do we need a null hypothesis?What is the difference between statistical significance and practical significance?Why do we need to look at a scatterplot when assessing correlations (see the below figure for ideas)

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