Listed below are systolic blood pressure measurements (in mm Hg) obtained from the same woman. Find the regression equation, letting the right arm blood pressure be the predictor (x) variable. Find the best predicted systolic blood pressure in the left arm given that the systolic blood pressure in the right arm is 85 mm Hg. Use a significance level of 0.05
Right Arm |
102 |
101 |
95 |
80 |
81 |
|
---|---|---|---|---|---|---|
Left Arm |
175 |
168 |
144 |
143 |
144 |
1. The regression equation is y =_____________+ ______________x.(Round to one decimal place as needed.)
2. Given that the systolic blood pressure in the right arm is 85 mm Hg, the best predicted systolic blood pressure in the left arm is __________ mm Hg. (Round to one decimal place as needed.)
X | Y | XY | X^2 | Y^2 |
102 | 175 | 17850 | 10404 | 30625 |
101 | 168 | 16968 | 10201 | 28224 |
95 | 144 | 13680 | 9025 | 20736 |
80 | 143 | 11440 | 6400 | 20449 |
81 | 144 | 11664 | 6561 | 20736 |
From the above table and formula we get the value are as:
n | 5 |
sum(XY) | 71602.00 |
sum(X) | 459.00 |
sum(Y) | 774.00 |
sum(X^2) | 42591.00 |
sum(Y^2) | 120770.00 |
b | 1.2067 |
a | 44.0264 |
The regression equation is ycap = a +bx
ycap =44.0 + 1.2x
b)
when x = 85
Predicted value = 44 + 1.2 * 85
= 146.0
Given that the systolic blood pressure in the right arm is 85 mm Hg, the best predicted systolic blood pressure in the left arm is 146.0mm Hg
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