Here’s how to measure predictiveness.
Are you aware of the distance-correlation? it can describe non-linear correlations. There is also a version of distance-correlation for time series (aka the samples are not iid).
Are you aware of the distance-correlation? it can describe non-linear correlations. There is also a version of distance-correlation for time series (aka the samples are not iid).