Pharmacology data analysis for quantifying drug potency (Kd, EC50, Ki etc) was developed decades ago.

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This analysis assumes the target density is low and the assay is at equilibrium.

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These assumptions are often violated by new technology - see this paper for details.

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We developed easy-to-use simulators to explore target density and equilibration artifacts in data analysis - see here.