In: Statistics and Probability
Dentists make many people nervous. To see whether such nervousness elevates blood pressure, the blood pressure and pulse rates of 60 subjects were measured in a dental setting and in a medical setting. For each subject, the difference (dental-setting blood pressure minus medical-setting blood pressure) was calculated. The analogous differences were also calculated for pulse rates. Summary data are given below.
Mean Difference |
Standard Deviation of Differences |
|
---|---|---|
Systolic Blood Pressure | 4.43 | 8.77 |
Pulse (beats/min) |
−1.30 |
8.84 |
(a)
Do the data strongly suggest that true mean blood pressure is greater in a dental setting than in a medical setting? Use a level 0.01 test. (Use a statistical computer package to calculate the P-value. Round your test statistic to two decimal places, your df down to the nearest whole number, and your P-value to three decimal places.)
t=
df=
P-value=
State your conclusion.
We do not reject H0. We have convincing evidence that the mean blood pressure is greater in a dental setting than in a medical setting.We reject H0. We have convincing evidence that the mean blood pressure is greater in a dental setting than in a medical setting. We reject H0. We do not have convincing evidence that the mean blood pressure is greater in a dental setting than in a medical setting.We do not reject H0. We do not have convincing evidence that the mean blood pressure is greater in a dental setting than in a medical setting.
(b)
Is there sufficient evidence to indicate that true mean pulse rate in a dental setting differs from the true mean pulse rate in a medical setting? Use a significance level of 0.05. (Use a statistical computer package to calculate the P-value. Round your test statistic to two decimal places, your df down to the nearest whole number, and your P-value to three decimal places.)
t=
df=
P-value=
State your conclusion.
We do not reject H0. We have convincing evidence that the mean pulse rate in a dental setting differs from the mean pulse rate in a medical setting.We reject H0. We have convincing evidence that the mean pulse rate in a dental setting differs from the mean pulse rate in a medical setting. We reject H0. We do not have convincing evidence that the mean pulse rate in a dental setting differs from the mean pulse rate in a medical setting.We do not reject H0. We do not have convincing evidence that the mean pulse rate in a dental setting differs from the mean pulse rate in a medical setting.
Here the difference (dental-setting blood pressure minus medical-setting blood pressure) was calculated.
We want to test whether data strongly suggest that true mean blood pressure is greater in a dental setting than in a medical setting
Let be true mean of difference between blood pressure in a dental setting and in a medical setting.
The null hypothesis is given as
and the alternative hypothesis is given as
Let d = the difference between dental-setting blood pressure minus medical-setting blood pressure.
Mean difference
4.43
Standard Deviation of Differences
s= 8.77
Total subject
n= 60
The test statistic is given as
= 3.912729
~ = 3.91
df = n-1
=60-1
= 59
p-value is given as( as this is one tailed test)
P[ t59 < 3.91 ] = 0.000119
~0
Since p-value < = 0.01( level of significance)
We reject H0. We have convincing evidence that the mean blood pressure is greater in a dental setting than in a medical setting.
B)
Here we have to test whether true mean pulse rate in a dental setting differs from the true mean pulse rate in a medical setting.
Let be true mean difference betweenpulse rate in a dental setting and in a medical setting.
The null hypothesis is given as
and the alternative hypothesis is given as
Let d = the difference between dental-setting pulse rate minus medical-setting pulse rate
Mean difference
−1.30
s = 8.84
The test statistic is given as
= -1.139113
~ = -1.14
Degree of freedom df = n-1
= 60-1= 59
Obtaining the p-value
= 0.129
Since p -value = 0.129> = 0.05
We failed to reject null hypothesis.
We do not reject H0. We do not have convincing evidence that the mean pulse rate in a dental setting differs from the mean pulse rate in a medical setting.