Let x be a random variable that represents the average daily temperature (in degrees Fahrenheit) in July in a town in Colorado. The x distribution has a mean of approximately 75F and standard deviation of approximately 8F. A 20-year study (620 July days) gave the entries in the rightmost column of the following table. I II III IV Observed Region under Expected % from Number of Days xF Normal Curve Normal Curve in 20 Years - 3 x < - 2 51 x < 59 2.35% 15 - 2 x < - 59 x < 67 13.5% 79 -x< 67 x < 75 34% 217 x<+ 75 x < 83 34% 224 + x < + 2 83 x < 91 13.5% 75 + 2 x < + 3 91 x < 99 2.35% 10 (i) Remember that = 75 and = 8. Examine the figure above. Write a brief explanation for columns I, II, and III in the context of this problem. (ii) Use a 1% level of significance to test the claim that the average daily July temperature follows a normal distribution with = 75 and = 8. (a) What is the level of significance? State the null and alternate hypotheses. CHOOSE ONE 1. H0: The distributions are the same. H1: The distributions are the same. 2. H0: The distributions are different. H1: The distributions are the same. 3. H0: The distributions are different. H1: The distributions are different. 4. H0: The distributions are the same. H1: The distributions are different. (b) Find the value of the chi-square statistic for the sample. (Round the expected frequencies to at least three decimal places. Round the test statistic to three decimal places.) Are all the expected frequencies greater than 5? Yes No What sampling distribution will you use? binomial Student's t uniform chi-square normal What are the degrees of freedom? (c) Find or estimate the P-value of the sample test statistic. (Round your answer to three decimal places.) (d) Based on your answers in parts (a) to (c), will you reject or fail to reject the null hypothesis that the population fits the specified distribution of categories? CHOOSE ONE Since the P-value > , we fail to reject the null hypothesis . Since the P-value > , we reject the null hypothesis. Since the P-value , we reject the null hypothesis. Since the P-value , we fail to reject the null hypothesis. (e) Interpret your conclusion in the context of the application. CHOOSE ONE At the 1% level of significance, the evidence is sufficient to conclude that the average daily July temperature does not follow a normal distribution. At the 1% level of significance, the evidence is insufficient to conclude that the average daily July temperature does not follow a normal distribution