In: Statistics and Probability
A sample of blood pressure measurements is taken for a group of adults, and those values (mm Hg) are listed below. The values are matched so that 10 subjects each have a systolic and diastolic measurement. Find the coefficient of variation for each of the two samples; then compare the variation.
Systolic 116 128 156 95 155 124 118 135 124 121
Diastolic 82 76 73 51 91 87 57 62 71 82 1)
The coefficient of variation for the systolic measurements is __ % ?
2) The coefficient of variation for the diastolic measurements is __ %?
3) The coefficients of variation for each data set are [within 5 percentage points of each other OR more than 5% apart]. Therefore, the systolic measurements vary [signicantly more than, signifcantly less than, OR about the same]
1) Systolic:
X | (X - X̄)² |
116 | 125.44 |
128 | 0.64 |
156 | 829.44 |
95 | 1036.84 |
155 | 772.84 |
124 | 10.24 |
118 | 84.640 |
135 | 60.840 |
124 | 10.240 |
121 | 38.440 |
X | (X - X̄)² | |
total sum | 1272 | 2969.60 |
n | 10 | 10 |
mean = ΣX/n = 1272.000
/ 10 = 127.2000
sample variance = Σ(X - X̄)²/(n-1)=
2969.6000 / 9 =
329.956
sample std dev = √ [ Σ(X - X̄)²/(n-1)] =
√ (2969.6/9) =
18.1647
Coefficient of variation,CV=σ/µ= 14.28%
2) diastolic:
X | (X - X̄)² |
82 | 77.44 |
76 | 7.84 |
73 | 0.04 |
51 | 492.84 |
91 | 316.84 |
87 | 190.44 |
57 | 262.440 |
62 | 125.440 |
71 | 4.840 |
82 | 77.440 |
X | (X - X̄)² | |
total sum | 732 | 1555.60 |
n | 10 | 10 |
mean = ΣX/n = 732.000
/ 10 = 73.2000
sample variance = Σ(X - X̄)²/(n-1)=
1555.6000 / 9 =
172.844
sample std dev = √ [ Σ(X - X̄)²/(n-1)] =
√ (1555.6/9) =
13.1470
coefficient of variation,CV=σ/µ= 17.96%
3) The coefficient of variation are within 5 percentage points of each other.
Therefore, the systolic measurements vary significantly less than diastolic measurements.
Please revert for doubt.