Causal relationships
We first distinguish between causal and non-causal relationships.
Experiments and observational studies
Causal relationships can be determined from experiments.
Before analysing bivariate data,
Always consider whether one variable should be treated as a response.
Some statistical methods can only be used when such a classification of the variables has been done.