Indeed. It's worth considering as well that even when analyzing actual data what seems like a relationship between two variables can be wiped out or inverted by

Indeed. It's worth considering as well that even when analyzing actual data what seems like a relationship between two variables can be wiped out or inverted by the addition of other variables into the model. It's important to include all relevant variables into the model to know how two variables really interact.