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Don't eliminate outliers unless you are sure you are fitting the correct model. The left panel shows the data fit with our method to a sigmoid dose response curve. One of the points is declared to be an outlier and removed. The right panel shows the data fit to an alternative model with a biphasic dose-response curve. When fit with this model, none of the points are outliers.
