Rules of thumb for avoiding bottlenecks in detecting early warning signals in time series.

1only when there are too many missing values.2to be applied only for rolling windows of >500 points.3choice of null model contingent on system.4depends on bandwidth of Gaussian kernel smoother.5only polynomial detrending within rolling window.[+: sensitive to; −: insensitive to; n/a: not applicable].