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I'm using the Engle Granger Cointegration Method to analyse stocks and do some pairs-trading studies. While some pairs (stock A, stock B) are cointegrated with a p-value < 0.05, sometimes (stock B, stock A) returns a very high p-value.

I'm using statsmodels coint function on python.

Can anyone explain me why does this happen?

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