Question
Fourteen different second-year medical students took blood pressure measurements of the same patient and the results are listed in the table below. We want to
Fourteen different second-year medical students took blood pressure measurements of the same patient and the results are listed in the table below. We want to test the claim that there is a linear correlation between systolic (x) and diastolic (y) blood pressures.
Systolic BP (x)Diastolic BP (y)
13882
13091
135100
140100
12080
12590
12080
13080
13080
14498
143105
14085
13070
150100
For parts (1) - (4), refer to the following computer output generated from the sample data:
Pearson Correlation Coefficients, N = 14
Prob > |r| under H0: Rho=0
sbpdbp
sbp1.000000.65788
0.0105
dbp0.657881.00000
0.0105
1.Using the computer output, report the value of the linear correlation coefficient r. For your own practice, calculate the linear correlation coefficient r by hand.
2.Construct a scatterplot of systolic and diastolic blood pressures. Does there appear to be any linear correlation between the two blood pressures? Describe any patterns.
3.Using a 0.05 significance level, test the claim that there is a linear correlation between systolic and diastolic blood pressures. In doing so, write out the hypotheses, the test statistic, the critical value(s) or p-value, and the conclusion.
4.What proportion of the variation in diastolic blood pressures can be explained by the linear association between systolic and diastolic blood pressures?
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