Use an analysis-of-variance approach to test the hypothesis that 1 = 0 against the alternative hypothesis

Use an analysis-of-variance approach to test the hypothesis that β₁ = 0 against the alternative hypothesis β₁ ≠ 0 in Exercise 7.5 on page 304 at the 0.05 level of significance.

Data From Exercise 7.5

Temperature, x        Converted Sugar, y
1.0.....................................8.1
1.1.....................................7.8
1.2.....................................8.5
1.3.....................................9.8
1.4.....................................9.5
1.5.....................................8.9
1.6.....................................8.6
1.7...................................10.2
1.8.....................................9.3
1.9.....................................9.2
2.0...................................10.5