Suppose a university advertises that its average class size is 32 or less. A student organization is concerned that budget cuts have led to increased class sizes and would like to test this claim. A random sample of 39 classes was selected, and the average class size was found to be 34.7 students. Assume that the standard deviation for class size at the college is 7 students. Using α=0.01, complete parts a and b below.
a. Does the student organization have enough evidence to refute the college's claim?
Determine the null and alternative hypotheses.
H0: μ is greater than > less than or equals ≤ greater than or equals ≥ not equals ≠ less than < equals = n
H1:μ ▼ greater than or equals ≥ not equals ≠ equals = less than < greater than > less than or equals ≤
The z-test statistic is . (Round to two decimal places as needed.)
The critical z-score(s) is(are) . (Round to two decimal places as needed. Use a comma to separate answers as needed.)
Because the test statistic ▼ is greater than the critical value/is less than the critical value/falls within the critical values/does not fall within the critical values, reject/do not reject the null hypothesis.
b. Determine the p-value for this test.
The p-value is . (Round to three decimal places as needed.)
Step 1:
Ho:
Ha:
Step 2:
n = 39
sample mean = 34.7
population standard deviation = 7
Assuming that the data is normally distrbuted and population sd is given, we will calculate z statistics
z statistics = 2.41
Step 3:
The z-critical value for a right-tailed test, for a significance level of α=0.01
zc = 2.33
As the z stat ( 2.41) is greater than z critical (2.33) i.e. falls in the rejection area, we reject the Null
hypothesis.
(b) P value
P (z > 2.41) =
P ( z > 2.41 )=1−P ( z < 2.41 )=1− 0.992 = 0.008
As the p value (0.008) is less than level of
significance (0.01) we reject the Null
hypothesis.
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