Why do we need hypotheses tests? What is the difference

 

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