The statistical significance of the linear relationship between X and Y may be tested by examining the hypotheses: H₀: β₁ ≠ 0;H₁: β₁ = 0.

Name: The statistical significance of the linear relationship between X and Y may be tested by examining the hypotheses: H 0 : β 1 ≠ 0;H 1 : β 1 = 0.
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The null hypothesis (H0) should state that there is no effect or no relationship, so it should be H0: β1 = 0, and the alternative hypothesis (H1) should be H1: β1 ≠ 0.

The Statistical Significance of the Linear Relationship Between X and Y