Question

In: Statistics and Probability

9. A null hypothesis makes a claim about a _______. Multiple Choice sample statistic population parameter...

9. A null hypothesis makes a claim about a _______.

Multiple Choice

  • sample statistic

  • population parameter

  • sample mean

  • type II error

10. The average cost of tuition plus room and board for a small private liberal arts college is reported to be $8,500 per term, but a financial administrator believes that the average cost is higher. A study conducted using 350 small liberal arts colleges showed that the average cost per term is $8,745. The population standard deviation is $1,200. Let α = 0.05. What is the p-value for this test?

Multiple Choice

  • 0.0500

  • 0.4938

  • 0.0000

  • 0.0124

11. The mean annual income of certified welders is normally distributed with a mean of $50,000 and a population standard deviation of $2,000. The ship building association wishes to find out whether their welders earn more or less than $50,000 annually. The alternate hypothesis is that the mean is not $50,000. If the level of significance is 0.10, what is the decision rule?

Multiple Choice

  • Do not reject the null hypothesis if computed z lies between −1.960 and +1.960; otherwise, reject it.

  • Do not reject the null hypothesis if computed z lies between −1.645 and +1.645; otherwise, reject it.

  • Do not reject the null hypothesis if computed z is greater than 1.645; otherwise, reject it.

  • Reject the null hypothesis if computed z is below −1.960; otherwise, reject it.

12. A manufacturer wants to increase the shelf life of a line of cake mixes. Past records indicate that the average shelf life of the mix is 216 days. After a revised mix has been developed, a sample of nine boxes of cake mix gave these shelf lives (in days): 215, 217, 218, 219, 216, 217, 217, 218, and 218. Using α = 0.025, has the shelf life of the cake mix increased?

Multiple Choice

  • Yes, because computed t is greater than the critical value.

  • No, because 217.24 is quite close to 216.

  • Yes, because computed t is less than the critical value.

  • No, because computed t lies in the region of acceptance.

13. Define the level of significance.

Multiple Choice

  • It is the probability of a Type I error.

  • It is the beta error.

  • It is a z-value of 1.96.

  • It is the probability of a Type II error.

14. For a two-tailed test with a 0.05 significance level, where is the rejection region when n is large and the population standard deviation is known?

Multiple Choice

  • Greater than +1.960 and less than −1.960

  • Greater than +1.645 and less than −1.645

  • Between ±1.645

  • Between ±1.960

15. Consider a two-tailed test with a level of confidence of 80.30%. The z-value is _______.

Multiple Choice

  • 0.85

  • 1.96

  • 2.58

  • 1.29

Solutions

Expert Solution

Solution:

9. A null hypothesis makes a claim about a _______.

Answer: population parameter

Explanation: The null hypothesis is set up to make inference about the population, therefore, a null hypothesis makes a claim about a population parameter

10. The average cost of tuition plus room and board for a small private liberal arts college is reported to be $8,500 per term, but a financial administrator believes that the average cost is higher. A study conducted using 350 small liberal arts colleges showed that the average cost per term is $8,745. The population standard deviation is $1,200. Let α = 0.05. What is the p-value for this test?

Answer: 0.0000

Explanation:

11. The mean annual income of certified welders is normally distributed with a mean of $50,000 and a population standard deviation of $2,000. The shipbuilding association wishes to find out whether their welders earn more or less than $50,000 annually. The alternate hypothesis is that the mean is not $50,000. If the level of significance is 0.10, what is the decision rule?

Answer: Do not reject the null hypothesis if computed z lies between −1.645 and +1.645; otherwise, reject it.

12. A manufacturer wants to increase the shelf life of a line of cake mixes. Past records indicate that the average shelf life of the mix is 216 days. After a revised mix has been developed, a sample of nine boxes of cake mix gave these shelf lives (in days): 215, 217, 218, 219, 216, 217, 217, 218, and 218. Using α = 0.025, has the shelf life of the cake mix increased?

Answer: Yes, because computed t is greater than the critical value.

13. Define the level of significance.

Answer: It is the probability of a Type I error.

14. For a two-tailed test with a 0.05 significance level, where is the rejection region when n is large and the population standard deviation is known?

Answer: Greater than +1.960 and less than −1.960

15. Consider a two-tailed test with a level of confidence of 80.30%. The z-value is _______.

Answer: 1.29


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