College students are accumulating increasing amounts of debt while they pursue their degrees. This debt has...

Free

50.1K

Verified Solution

Question

Statistics

College students are accumulating increasing amounts of debtwhile they pursue their degrees. This debt has a significanteconomic affect as the new graduates strive to begin their lifeafter graduation. Nationally, the mean debt of recent graduatesfrom all public 4-year institutions was$27995.

How does the loan debt of recent graduates of North Carolina'spublic colleges and universities compare to student loan debtnationally? To answer this question, use the data in this Excelfile Student Debt Recent UNC System Grads that shows the studentdebt of recent graduates from 12 UNC System schools to perform thehypothesis test:

H0: μ =27995, Ha: μ< 27995

where μ is the mean student loan debt of all recentgraduates from UNC System schools.

NameInstitution SectorAverage debt of graduates
Appalachian StateUniversityPublic, 4-year or above$22,855
East Carolina UniversityPublic, 4-year or above$28,918
North Carolina A & T StateUniversityPublic, 4-year or above$34,379
North Carolina StateUniversityPublic, 4-year or above$24,053
University of North CarolinaSchool of the ArtsPublic, 4-year or above$28,551
University of North CarolinaWilmingtonPublic, 4-year or above$24,605
University of North Carolina atAshevillePublic, 4-year or above$23,824
University of North Carolina atChapel HillPublic, 4-year or above$22,214
University of North Carolina atCharlottePublic, 4-year or above$27,453
University of North Carolina atGreensboroPublic, 4-year or above$26,841
University of North Carolina atPembrokePublic, 4-year or above$25,831
Western Carolina UniversityPublic, 4-year or above$15,669

Question 1: What is the value of the teststatistic t for this hypothesis test? (round xand s to the nearest whole number).

Question 2: What is the P-value for thishypothesis test? (use 4 decimal places in your answer)

Question 3: What is the correct conclusion forthis hypothesis test?

a) The null hypothesis H0: μ = 27995 isfalse with probability equal to the P-value, so rejectH0.

b) The null hypothesis H0: μ = 27995 is truewith probability equal to the P-value, so rejectH0.    

c) Reject the null hypothesis H0: μ = 27995;the probability we have made a mistake is equal to the P-value.

d) Do not reject the null hypothesis H0: μ =27995 and conclude that the mean loan debt of recent UNC Systemgraduates does not differ significantly from the nationalaverage.

e) Reject the null hypothesis H0: μ = 27995and conclude that the mean student loan debt of recent UNC Systemgraduates is less than the national average.

Answer & Explanation Solved by verified expert
4.1 Ratings (611 Votes)

using excel>addin>phstat>one sample t

we have

t Test for Hypothesis of the Mean
Data
Null Hypothesis                m= 27995
Level of Significance 0.05
Sample Size 12
Sample Mean 25432.75
Sample Standard Deviation 4529.117296
Intermediate Calculations
Standard Error of the Mean 1307.4435
Degrees of Freedom 11
t Test Statistic -1.9597
Lower-Tail Test
Lower Critical Value -1.7959
p-Value 0.0379
Reject the null hypothesis

H0: μ = 27995, Ha: μ < 27995

Ans 1 ) the value of the test statistic t =-1.9597

Ans 2: the P-value for this hypothesis test is 0.0379

ans 3: What is the correct conclusion for this hypothesis test

Reject the null hypothesis H0: μ = 27995 and conclude that the mean student loan debt of recent UNC System graduates is less than the national average


Get Answers to Unlimited Questions

Join us to gain access to millions of questions and expert answers. Enjoy exclusive benefits tailored just for you!

Membership Benefits:
  • Unlimited Question Access with detailed Answers
  • Zin AI - 3 Million Words
  • 10 Dall-E 3 Images
  • 20 Plot Generations
  • Conversation with Dialogue Memory
  • No Ads, Ever!
  • Access to Our Best AI Platform: Flex AI - Your personal assistant for all your inquiries!
Become a Member

Other questions asked by students