In: Statistics and Probability
You receive a brochure from a large university. The brochure indicates that the mean class size for full-time faculty is fewer than 33 students. You want to test this claim. You randomly select 18 classes taught by full-time faculty and determine the class size of each. The results are shown in the table below. At alphaequals0.10, can you support the university's claim? Complete parts (a) through (d) below. Assume the population is normally distributed. 38 29 27 35 35 37 26 22 29 25 32 36 34 30 29 33 26 26
(a) Write the claim mathematically and identify Upper H 0 and Upper H Subscript a. Which of the following correctly states Upper H 0 and Upper H Subscript a? A. Upper H 0: muequals33 Upper H Subscript a: munot equals33 B. Upper H 0: mugreater than33 Upper H Subscript a: muless than or equals33 C. Upper H 0: mugreater than or equals33 Upper H Subscript a: muless than33 D. Upper H 0: muequals33 Upper H Subscript a: muless than33 E. Upper H 0: muless than33 Upper H Subscript a: mugreater than or equals33 F. Upper H 0: muless than or equals33 Upper H Subscript a: mugreater than33
(b) Use technology to find the P-value. Pequals nothing (Round to three decimal places as needed.)
(c) Decide whether to reject or fail to reject the null hypothesis. Which of the following is correct? A. Fail to reject Upper H 0 because the P-value is greater than the significance level. B. Reject Upper H 0 because the P-value is less than the significance level. C. Fail to reject Upper H 0 because the P-value is less than the significance level. D. Reject Upper H 0 because the P-value is greater than the significance level.
(d) Interpret the decision in the context of the original claim. A. At the 10% level of significance, there is not sufficient evidence to support the claim that the mean class size for full-time faculty is more than 33 students. B. At the 10% level of significance, there is sufficient evidence to support the claim that the mean class size for full-time faculty is fewer than 33 students. C. At the 10% level of significance, there is sufficient evidence to support the claim that the mean class size for full-time faculty is more than 33 students. D. At the 10% level of significance, there is not sufficient evidence to support the claim that the mean class size for full-time faculty is fewer than 33 students. Click to select your answer(s).
SolutionA:
fewer then 33 given its a left tail test
H0:
Ha:
alpha=0.10
mark option D
D. Upper H 0: muequals33 Upper H Subscript a: muless than33
SolutionB:
Use r software conduct t test for mean
Code is
number_of_people <- c(47,66,55,53,49,65,48,44,50,61,60,55)
t.test(classsize,mu=33,alternative = "less",conf.level = 0.90)
output:
One Sample t-test
data: classsize
t = -2.2659, df = 17, p-value = 0.0184
alternative hypothesis: true mean is less than 33
90 percent confidence interval:
-Inf 31.97115
sample estimates:
mean of x
30.5
p value=0.018
ANSWER:p value=0.018
Solutionc:
P=0.018
ALPHA=0.10
P<alpha
Reject Null hypthesis
mark option B
B. Reject Upper H 0 because the P-value is less than the significance level
Solutiond:
there is sufficient statistical evidence at 10% level of significance to support the claim.
MARK OPTION B
B. At the 10% level of significance, there is sufficient evidence to support the claim that the mean class size for full-time faculty is fewer than 33 students.