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Least Absolute Deviations: Theory, Applications and Algorithms by Steiger, P- Bloomfield (Paperback, 2012)

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Possibly the LAD criterion was forced into the background because of the com putational difficulties associated with it. Recently there has been a resurgence of interest in LAD. It was spurred on by work that has resulted in efficient al gorithms for obtaining LAD fits.