hey!
For Q.1
You are looking for the confidence interval.
This is the equation:
X= 17.6
95% CI
x bar = 17.03
y hat = 10.7 + 4.06 (17.6)
sxx = sum of xi2 –nxbar2
H0: B1 = 0 y = B0 + B1x
T = B hat / s/√ sxx = 6.46
where sxx is missing
6.46 = 4.06 / √ 12 / √ sxx
0.6284 = 3.46 / √ sxx
sxx = 30.308
Now that you have sxx you can put into the missing numbers to find the CI
y+/- t8, 0.0975 3.46 √1+ 1/10 + (17.6 -17.03)2 /30.308
y+/- 8.4087
plug in 17.6 into the equation as the x value to find y
y =10.7 + 4.06 x
y= 10.7 + 4.06(17.6)
y= 82.156
CI:
82.156 + 8.4087
= 90. 56
82.156 – 8.4087
= 73.74
The answers are close enough to the exact ones. There might have been some rounding errors
I hope this helps