Conditional association in time series
Hans Rudolf Künsch · 2003
Abstract Because of the natural order of time, different definitions of conditional associations (and lack thereof) between variables exist naturally, as has been discussed in this article. In the partial correlation graph, one is looking at an association between two variables at all times conditional on other variables also at all times.