Data Science, Statistics, Analytics, Experiment, Causality.
effect. Using the farthest data, look at correlations. If your time series needs log transform and/or first differencing to be “roughly stationary”, do so. Very high or very low correlations with X indicate potential candidates. The first validation step is to use the middle period, preferably