I would say the correlation of returns is close to zero to slightly negative over the whole term. A sliding correlation would give a positive number in the beginning, give a very negative number in the middle and give a positive number again at the end. I am not sure what Cointegration would say...Quote from gummy:
Sam invests $1K in Stock X.
Sally invests $1K in Stock Y.
The performance of each is shown.
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Would you say the correlation between returns is positive or negative?

Quote from dont:
Its a measure of the relationship of the returns not the prices themselves try working out the correlation of the prices and it will be 90%
And if they both have a positive change. Can the correlation be -1?A value of -1 implies that 2 items have an inverse relationship, when 1 item has a positive change, the other has a negative change.