Before revision:  Selected examples from physics, finance and environmental sciences illustrate usefulness of the framework .
After revision:  The former feature allows for distinguishing between effects for a pair of variables from different temporal perspectives. The latter ones make the method a significant improvement over the standard least squares estimation. Theoretical claims are supported by Monte Carlo simulations. The method is then applied on selected examples from physics, finance and environmental sciences illustrate usefulness of the framework .