In: Statistics and Probability
One with a systolic blood pressure greater than 129 is considered to have high blood pressure. A study recorded the systolic blood pressures of 14 randomly selected Americans, which yielded a mean of 131.57 with standard deviation 15.88. Conduct a hypothesis test to see if you can say that Americans, on average, have high blood pressure.
1.Write the hypotheses for this test.
2.What is the test statistic?
3.What is the p-value?
4.Using α = 0.05, decide whether or not to reject the null hypothesis.
5.Based on your decision, is there evidence that Americans, on average, have high blood pressure?
Solution :
= 129
=131.57
S =15.88
n = 14
1 )This is the right tailed test .
The null and alternative hypothesis is ,
H0 : = 129
Ha : >129
2 )Test statistic = t
= ( - ) / S / n
= (131.57-129) / 15.88 / 14
= 0.605
Test statistic = t = 0.605
3 ) P-value =0.2776
4 ) = 0.05
P-value >
0.2776 > 0.05
Fail to reject the null hypothesis .
5 ) There is not sufficient evidence that Americans, on average, have high blood pressure.