A car company believes that the percentage of students of a college who owns a vehicle is 60% or less. A professor disagrees with this, so she conducted a survey of 250 students and found that 166 of them own a vehicle. (a) State the null and alternative hypothesis.
(b) At α=0.025 level, is there enough evidence to support the null hypothesis.
(c) What is the p-value? (read it from the Z-table)
Solution :
a ) This is the left tailed test .
The null and alternative hypothesis is
H0 : p = 0.60
Ha : p < 060
n = 250
x =166
= x / n = 166 / 205 =0.66
P0 = 0.60
1 - P0 = 1 - 0.60 = 0.40
Test statistic = z
= - P0 / [P0 * (1 - P0 ) / n]
= 0.66-0.60/ [(0.60*0.40) /250 ]
= 2.06
Test statistic = z = 2.06
P(z < 2.06) = 0.9803
P-value = 0.9803
b ) = 0.025
P-value >
0.9803 > 0.025
c ) Fail to reject the null hypothesis .
There is insufficient evidence to suggest that
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