A Pearson test statistic of .876 with a significance level of P < 0.01 would suggest what? Show a) This would suggest that there is a significant, weak, positive relationship b) This would suggest that there is a non-significant, weak, negative relationship c) None of these This would suggest that there is a significant, strong, positive relationship d) This would suggest that there is a non-significant, weak, positive relationship e) This would suggest that there is a significant, strong, negative relationship Recommended textbook solutions
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What should one be careful of while interpreting the correlation data?Also, while interpreting a relationship, one should be careful to not confound correlation and causality, because although a correlation demonstrates that a relationship exists between two variables, it does not automatically imply that one causes the other (cause-and-effect relationship).
What is the importance of coefficient of correlation?The correlation coefficient is the specific measure that quantifies the strength of the linear relationship between two variables in a correlation analysis. The coefficient is what we symbolize with the r in a correlation report.
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