Data Science, Statistics, Analytics, Experiment, Causality.
which through the chain will cause a change in Z. Suppose we fit the regression Z~X+Y. What is the interpretation for β, the coefficient of X? Holding Y constant, an increase of 1 unit of X is associated with an increase of β in Z. See the problem? When we intervene and change X, then Y will change