Case Study 1 An orchard owner claims that the average weight of apples produced in their orchard is 150 grams. To verify this claim, a random sample of 24 apples is taken, and their weights are recorded as follows: 145, 152, 148, 150, 147, 153, 149, 151, 146, 150, 148, 154 147, 149, 150, 148, 152, 151, 146, 149, 150, 148, 147, 151 a. Please use a 5% level of significance to conduct a test. In your test, you need to - State your null hypothesis Ho and your alternative hypothesis Ha. - Explain what type of hypothesis test you will use. - Use a diagram to show the hypothesis test process and results. - Interpret the result b. Would the result be the same at a 0.01 level of significance? Why? c. In the context of this hypothesis test, what is a Type I Error and What is a Type II Error?

Note: Use your own word and explain each point as much as you can. Don't use AI or Chatgpt.