Choose two time series x and y and compare the Pearson correlation with the bi weight mid correlation for the two time series. Repeat the comparison when a data point in x is replaced by an outlier (i.e. replace the data point by a very large number). Repeat the comparison when one particular pair of (x, y) values is replaced by a pair of outliers.
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