The article explores why economic time series may not always show the expected relationships. The researchers introduce the idea of regime sensitive cointegration, where series may not always be linked. They demonstrate that cointegration can be turned on or off depending on certain factors. In their study on interest rate parity, they find that daily eurorates for the US and Canada do not always follow the expected patterns.