What is the strongest possible association for a Pearson Correlation Coefficient? 0.00 – negative values are not as strong. 1.00 – this value shows a perfect association. 0.50 – values on either side are compromised. 0.05 – less than this value is not significant.
Question
What is the strongest possible association for a Pearson Correlation Coefficient? 0.00 – negative values are not as strong. 1.00 – this value shows a perfect association. 0.50 – values on either side are compromised. 0.05 – less than this value is not significant.
Solution
The strongest possible association for a Pearson Correlation Coefficient is 1.00. This value indicates a perfect positive correlation, meaning that as one variable increases, the other variable also increases at a consistent rate. Conversely, a value of -1.00 would indicate a perfect negative correlation, where one variable increases as the other decreases. A value of 0.00 would indicate no correlation. Therefore, the strength of the correlation is determined by how close the value is to -1.00 or 1.00, with values closer to these extremes indicating stronger correlations.
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