Question

In: Statistics and Probability

Students and faculty alike are concerned about the cost of textbooks. A committee of both students...

Students and faculty alike are concerned about the cost of textbooks. A committee of both students and faculty searched the internet for appropriate books that would be available for less than $60. A random sample of 40 texts gave a mean of $65.12 with a standard deviation of $23.08. At the 5% level of significance, do the texts selected in the sample cost significantly more than the amount the committee considered appropriate?

(1) List all the information necessary for conducting the hypothesis test and state which

test you are doing.

(2) State the null and alternative hypotheses and whether you would use a right-tailed

test, a left-tailed test, or a two-tailed test.

(3) Sketch the critical reason, indicating on the sketch what the critical value(s) are.

(4) Determine the calculated z or t.

(6) Decide if you will Reject or Fail to Reject the Null Hypothesis.

(7) Interpret your conclusion in terms of the problem.

(8) If there are any questions to be answered in the problem, do so.

Solutions

Expert Solution

Claim: The cost significantly more than the amount the committee considered appropriate that is $60

(1) List of information

n = sample size = 40 texts

s = sample standard deviation = 23.08

One-sample t-test is used here since the population standard deviation is unknown.

(2) The null and alternative hypothesis

Claim:

The alternative hypothesis contains more than sign, so the test is a right-tailed test.

(3) Critical value and region

alpha = significance level = 5% = 0.05

degrees of freedom = n - 1 = 40 - 1 = 39

Using t distribution table the critical value with area 0.05 in one-tailed and degrees of freedom 39 is 1.685

For a right-tailed test there is only one critical value and which is positive.

Critical value = 1.685

(4) Calculated t

The formula of t-test statistics,

(5) Decision rule:

If test statistics fall in the critical region then reject the null hypothesis otherwise fail to reject the null hypothesis.

Test statistics 1.403 does not fall in the critical region so it fail to reject the null hypothesis.

(6) Conclusion

Fail to reject the null hypothesis, that is there is not sufficient evidence to support the claim that the more than the amount the committee considered appropriate that is $60.

(7) No need for any questions to be answered, all were answered.


Related Solutions

The faculty of a university mathematics department is concerned about the performance of students in the...
The faculty of a university mathematics department is concerned about the performance of students in the introductory calculus offered by the department and required of all science and engineering majors. Historically, class averages on the test have been about 75, a passing grade but indicative that students may not be learning the material as well as they need to in order to go on to the next course. The chair would like to raise the average to at least 80....
Eastland College is concerned about the rising price of textbooks that students must purchase. To better...
Eastland College is concerned about the rising price of textbooks that students must purchase. To better identify the increase in the price of textbooks, the dean asks you, the Economics Department’s star student, to create an index of textbook prices. The average student purchases three English, two math, and four economics textbooks per year. The prices of these books are given in the accompanying table. 2012 2013 2014 English textbook $100 $110 $114 Math textbook 140 144 148 Economics textbook...
If the dean of your faculty asked you to serve on a committee to develop a...
If the dean of your faculty asked you to serve on a committee to develop a performance appraisal system for evaluating the faculty, what performance criteria would you identify? Of these criteria, which ones do you think are most likely to determine the faculty members' success at your school? What standards would you recommend to the dean, regardless of the specific evaluation instrument selected?
The college bookstore tells prospective students that the average cost of its textbooks is $52 with...
The college bookstore tells prospective students that the average cost of its textbooks is $52 with a σ of $4.50. A group of smart statistics students think that the average cost is much higher. In order to test the bookstore’s claim against their alternative, the students select a random sample of size 100. Assume that the mean from their random sample is $52.80. Use alpha value of 0.05 level to test the hypothesis.
The college bookstore tells prospective students that the average cost of its textbooks is $52 with...
The college bookstore tells prospective students that the average cost of its textbooks is $52 with a standard deviation of $4.50. A group of smart statistics students thinks that the average cost is higher. In order to test the bookstore’s claim against their alternative, the students will select a random sample of size 100. Assume that the mean from their random sample is $52.80. Test at 10% significance level. --> Perform a hypothesis test and state your decision.
The college bookstore tells prospective students that the average cost of its textbooks is $108 with...
The college bookstore tells prospective students that the average cost of its textbooks is $108 with a standard deviation of $4.50. A group of smart statistics students thinks that the average cost is higher. In order to test the bookstore’s claim against their alternative, the students will select a random sample of size 100. Assume that the mean from their random sample is $112.80. Perform a hypothesis test (using R) at the 5% level of significance and state your decision....
Christine is the dean of students at a college. She is concerned about the amount of...
Christine is the dean of students at a college. She is concerned about the amount of sleep students are getting. In particular, Christine is making an inquiry on whether students who are enrolled in the pre-med program are getting less sleep on average compared to students who are enrolled in other programs. The average amount of sleep per night for a random sample of 10 pre-med students and 10 students in other programs is recorded. Assume that the population standard...
6. The college bookstore tells prospective students that the average cost of its textbooks is $42...
6. The college bookstore tells prospective students that the average cost of its textbooks is $42 with a standard deviation of $2.50. A group of smart statistics students thinks that the average cost is higher. In order to test the bookstore’s claim against their alternative, the students will select a random sample of size 100. Assume that the mean from their random sample is $42.80. Perform a hypothesis test at the 5% level of significance and state your decision
ASU is concerned about the retention rate among its students, i.e. percentage of ASU students that...
ASU is concerned about the retention rate among its students, i.e. percentage of ASU students that return next semester.To do this, ASU randomly selects 200 students and records whether or not they return to ASU the following semester. What is the statistic? a. The percentage of the 200 students that returned. b. All ASU students. c. The percentage of all ASU students that returned. d. The 200 ASU students that were selected.
10. A university is concerned about the proportion of students that graduate. To address the issue,...
10. A university is concerned about the proportion of students that graduate. To address the issue, it does the following. First, it gets a random sample of incoming students. Some of the students in this random sample will be required to have extra meetings with a series of advisors and some will not. It randomly decides which of the students will have this requirement and which will not. In the data, 516 of the 885 students that had this requirement...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT