6. The data show the time intervals after an eruption (to the next eruption) of a certain geyser. Find the regression equation, letting the first variable be the independent (x) variable. Find the best predicted time of the interval after an eruption given that the current eruption has a height of 111 feet. Use a significance level of 0.05.
Height (ft) Interval after (min)
136 80
144 76
140 78
151 94
115 69
129 75
160 93
123 72
What is the regression equation?
Ŷ=____+____x
(Round to two decimal places as needed.)
What is the best predicted time for the interval after an eruption that is 127 feet high?
The best predicted interval time for an eruption that is 127 feet high is _____minutes.
(Round to one decimal place as needed.)
Ans:
Height(x) | interval,y | xy | x^2 | |
1 | 136 | 80 | 10880 | 18496 |
2 | 144 | 76 | 10944 | 20736 |
3 | 140 | 78 | 10920 | 19600 |
4 | 151 | 94 | 14194 | 22801 |
5 | 115 | 69 | 7935 | 13225 |
6 | 129 | 75 | 9675 | 16641 |
7 | 160 | 93 | 14880 | 25600 |
8 | 123 | 72 | 8856 | 15129 |
Total | 1098 | 637 | 88284 | 152228 |
slope,b=(8*88284-1098*637)/(8*152228-1098^2)=0.56
y-intercept,a=(637-0.5602*1098)/8=2.73
Regression equation:
y'=2.73+0.56 x
when x=127
y'=2.73+0.56*127=73.9 minutes
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