I have two devices to check my blood pressure; one checks it at the wrist, and the other just above the elbow. I want to see if there is any difference in the two machines, so I check my blood pressure with both devices at the same time one morning. On the next five mornings, i repeat this check with both machines. The following table show the systolic reading at the elbow and wrist for these six days:
elbow | 134 | 126 | 132 | 133 | 129 | 128 |
wrist | 131 | 121 | 128 | 130 | 132 | 123 |
A) write symbolically the null and alternative hypotheses that would be used for this test.
b) if you are given an alpha level of significance of 0.05,
specify an appropriate rejection region.
(hint: treat the above readings as "paired data")
c)calculate the value of the appropriate test statistic for this
data.
(show the setup of the formula used in your calculation)
d) based upon the above calculations, would your decision be to
reject the null hypothesis, or to fail to reject the null?
e) using significance level of 0.05, interpret your decision by
circling the appropriate part of each of the bold phrases
below
sample data does/does not provide
"significant" evidence that the readings of these two devices are
different/the same
f) verbalise what it would mean to make a type I error
g) if we had treated the readings from the two machines as
independent of eachother, then calculate the value of the
appropriate test statistic for this data. (show the setup of the
formula used in your calculation)
Ans:
Let d=elbow -wrist
a)
b)df=6-1=5
critical value=tinv(0.05,5)=+/-2.571
Rejection region:
t<-2.571 or t>2.571
1 | 2 | 3 | 4 | 5 | 6 | |
elbow | 134 | 126 | 132 | 133 | 129 | 128 |
wrist | 131 | 121 | 128 | 130 | 132 | 123 |
d | 3 | 5 | 4 | 3 | -3 | 5 |
d-bar= | 2.833 | |||||
sd= | 2.994 |
c)
Test statistic:
t=(2.833-0)/(2.994/sqrt(6))
t=2.318
d)Fail to reject the null hypothesis.
sample data does not provide "significant" evidence that the readings of these two devices are different.
f)when we conclude that means are different,but in fact,are same.
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