Hypothesis # | R | R2 | ANOVA Test | Alternative hypothesis Ha | Evidence from the test result |
H1 | 0.556 | 0.309 | sig = 0.000; i.e. p < 0.05 | β1 ≠ 0, β2 ≠ 0, β3 ≠ 0, β4 ≠ 0 | Significant |
H2 | 0.883 | 0.779 | sig = 0.000; i.e. p < 0.05 | β1 ≠ 0, β2 ≠ 0, β3 ≠ 0, β4 ≠ 0, β5 ≠ 0, β6 ≠ 0 | Significant |
H3 | 0.946 | 0.894 | sig = 0.000; i.e. p < 0.05 | β1 ≠ 0, β2 ≠ 0 | Significant |
H4 | 0.913 | 0.834 | sig = 0.000; i.e. p < 0.05 | β1 ≠ 0, β2 ≠ 0, β3 ≠ 0, β4 ≠ 0, β5 ≠ 0 | Significant |