To interpret the correlation coefficients and order them from weakest to strongest, we need to consider both the magnitude and the sign of the coefficients. The values range from -1 to 1, where:
- A value of 1 indicates a perfect positive correlation.
- A value of -1 indicates a perfect negative correlation.
- A value of 0 indicates no correlation.
Coefficients that are closer to -1 or 1 indicate stronger correlations, while those closer to 0 indicate weaker correlations.
Here are the correlation coefficients listed:
- 0.69846237 (positive correlation, weaker than the others)
- 0.72643969 (positive correlation, slightly stronger than 0.69846237)
- -0.89234651 (strong negative correlation)
- -0.99872348 (very strong negative correlation, closest to -1)
With the above analysis, the order from weakest to strongest correlation is:
- 0.69846237
- 0.72643969
- -0.89234651
- -0.99872348
From the options provided, the closest match would likely be:
0.69846237, 0.72643969, −0.89234651, and −0.99872348.
1 answer