Theil–Sen (median slope) estimator, now a Good Article on Wikipedia:

This is a method for fitting a line to a set of data points by finding the median slope of lines through pairs of points. It is robust, meaning that (unlike ordinary least squares) a constant fraction of the data can be arbitrarily corrupted without affecting the goodness of fit.

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