In: Statistics and Probability
In the last decade, only 50.4% of high school students in Tampa’s school district graduated high school. Aiko believes her high school in St. Petersburg has a higher graduation rate. She collects a random sample of 54 former students of her high school and found that 33 of them graduated. Test Aiko’s belief using a significance level of 0.05.
Solution :
This is the right tailed test .
The null and alternative hypothesis is
H0 : p = 0.504
Ha : p > 0.504
n = 54
x = 33
= x / n = 33 / 54 =0.611
P0 = 0.504
1 - P0 = 1 - 0.504 = 0.496
Test statistic = z
= - P0 / [P0 * (1 - P0 ) / n]
= 0.611- 0.504 / [( 0.504*0.496) / 54]
= 1.57
Test statistic = z = 1.57
P(z > 1.57 ) = 1 - P(z < 1.57 ) = 1 -0.9418
P-value = 0.0582
= 0.05
P-value <
0.0582 > 0.05
Fail to reject the null hypothesis .
There is insufficient evidence to suggest that