The statistical significance of the linear relationship between X and Y may be tested by examining the hypotheses: H₀: fi₁× 0; H₁: fi₁= 0.

Name: The statistical significance of the linear relationship between X and Y may be tested by examining the hypotheses: H 0 : fi 1 × 0; H 1 : fi 1 = 0.
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The null hypothesis (H0) should state that there is no relationship (fi1 = 0), and the alternative hypothesis (H1) should state that there is a relationship (fi1 ≠ 0).

The Statistical Significance of the Linear Relationship Between X and Y