2. (5.03) How sensitive to changes in water temperature are coral reefs? To find out, scientists examined data on sea surface temperatures and coral growth per year at locations in the Red Sea.
Here are the data:
Sea surface temperature | 29.65 | 29.9 | 30.59 | 29.51 | 30.48 | 30.62 | 30.88 |
Growth | 2.63 | 2.59 | 2.62 | 2.48 | 2.24 | 2.37 | 2.25 |
Use your calculator to find:
The mean (±± 0.0001) and standard deviation (±± 0.0001) for sea surface temperature:
x⎯⎯⎯=x¯=sx=sx=
The mean (±±0.0001) and standard deviation (±± 0.0001) for coral growth:
y⎯⎯⎯=y¯=sy=sy=
The correlation (±± 0.0001) r = .
The slope (±± 0.01) of the equation of the least-squares regression line is b =
and the intercept is (±± 0.01) a =
S.No | x | y | X12 | Y12 | XY |
1 | 29.65 | 2.63 | 879.1225 | 6.9169 | 77.98 |
2 | 29.9 | 2.59 | 894.0100 | 6.7081 | 77.44 |
3 | 30.59 | 2.62 | 935.7481 | 6.8644 | 80.15 |
4 | 29.51 | 2.48 | 870.8401 | 6.1504 | 73.18 |
5 | 30.48 | 2.24 | 929.0304 | 5.0176 | 68.28 |
6 | 30.62 | 2.37 | 937.5844 | 5.6169 | 72.57 |
7 | 30.88 | 2.25 | 953.5744 | 5.0625 | 69.48 |
ΣX | ΣY | ΣX2 | ΣY2 | ΣXY | |
total | 211.6300 | 17.1800 | 6399.9099 | 42.3368 | 519.0757 |
n= | 7.0000 | |
X̅=ΣX/n | 30.2329 | |
Y̅=ΣY/n | 2.4543 | |
sx=(√(Σx2-(Σx)2/n)/(n-1))= | 0.5370 | |
sy=(√(Σy2-(Σy)2/n)/(n-1))= | 0.1694 | |
Cov=sxy=(ΣXY-(ΣXΣY)/n)/(n-1)= | -0.0541 | |
r=Cov/(Sx*Sy)= | -0.5950 |
from above
x¯= 30.2329
sx =0.5370
y- =2.4543
sy =0.1694
correlation r =-0.5950
slope =r*Sy/Sx =-0.19
intercept =8.13
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