Least Median of Squares Regression

Of course, least squares would perform well if we simply threw out the outliers (point Y11 in the Dirty data set example or the points in the lower left-hand corner in the picture above). In fact, this is exactly the strategy adopted by another robust estimator called Least Trimmed Squares, LTS. ................
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