To interpret the correlation coefficients, we need to understand that:
- A coefficient close to 1 indicates a strong positive correlation.
- A coefficient close to -1 indicates a strong negative correlation.
- A coefficient around 0 indicates no correlation.
The correlation coefficients given are:
- −0.99872348 (strong negative)
- −0.89234651 (strong negative)
- 0.72643969 (moderate positive)
- 0.69846237 (weaker positive)
Now, we will list these in order from weakest to strongest correlation:
- 0.69846237 (weak positive)
- 0.72643969 (moderate positive)
- −0.89234651 (strong negative)
- −0.99872348 (strongest negative)
Therefore, the correct interpretation from weakest to strongest correlation is:
0.69846237, 0.72643969, −0.89234651, and −0.99872348.