In: Statistics and Probability
Listed below is a simple random sample of systolic blood pressure measurements (mm Hg) taken from the right and left arms of seven people
Right arm 138 128 154 144 137 157 126
Left arm 179 173 167 125 173 146 158
Use a 0.04 significance level to test the claim that the blood pressure in the right arm is less than the blood pressure in the left arm. p-value?
Solution:
Given that,
null Hypothesis:μd | = | 0 | ||
alternate Hypothesis: μd | < | 0 | ||
for 0.04 level with left tailed test and n-1= 6 df, critical value of t= | -2.104 | |||
Decision rule: reject Ho if test statistic t<-2.104 | ||||
S. No | Right | left | diff:(d)=x1-x2 | d2 |
1 | 138 | 179 | -41 | 1681.00 |
2 | 128 | 173 | -45 | 2025.00 |
3 | 154 | 167 | -13 | 169.00 |
4 | 144 | 125 | 19 | 361.00 |
5 | 137 | 173 | -36 | 1296.00 |
6 | 157 | 146 | 11 | 121.00 |
7 | 126 | 158 | -32 | 1024.00 |
total | = | Σd=-137 | Σd2=6677 | |
mean dbar= | d̅ = | -19.5714 | ||
degree of freedom =n-1 = | 6.000 | |||
Std deviaiton SD=√(Σd2-(Σd)2/n)/(n-1) = | 25.806 | |||
std error=Se=SD/√n= | 9.7538 | |||
test statistic = | (d̅-μd)/Se = | -2.007~ -2.01 (if required to 2 decimals) | ||
p value | = | 0.046 |
since p value >0.04 , we fail to reject the null we do not have sufficient evidence to conclude that the blood pressure in the right arm is less than the blood pressure in the left arm
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