The dean of students affairs at a college wants to test the claim that 40 % of all undergraduate students reside in the college dormitories. If 57 out of 69 randomly selected undergraduate students reside in the dormitories, does this support dean's claim with α = 0.05 ?
Test statistic:
Critical Value:
Do we accept or reject Dean's claim?
A. Reject Dean's claim that 40 % of undergraduatute students live in dormitories.
B. There is not sufficient evidence to reject Dean's claim.
Answer)
Null hypothesis Ho : P = 0.4
Alternate hypothesis Ha : P not equal to 0.4
N = 69.
First we need to check the conditions of normality that is if n*p and n*(1-p) both are greater than 5 or not
N*p = 27.6
N*(1-p) = 41.4
Both the conditions are met so we can use standard normal z table to estimate the P-Value
Test statistics z = (oberved p - claimed p)/standard error
Standard error = √{claimed p*(1-claimed p)/√n
Observed P = 57/69
Claimed P = 0.4
N = 69.
After substitution,
Z = 7.22
As the test is two tailed,
We will divide given significance into two parts = 0.05/2 = 0.025.
From z table, P(z<-1.96) = P(z>1.96) = 0.025.
Critical values are -1.96 and 1.96.
Rejection region is, reject Ho if test statistics is greater than 1.96 or less than -1.96.,
As 7.22 > 1.96, we reject Ho.
So answer is,
Reject Dean's claim that 40 % of undergraduatute students live in dormitories.
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