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Chemistry LibreTexts

Maximum likelihood

An approach to structure refinement in which the parameters of a structural  model  are modified to  optimize the statistical probability of generating a set of observed intensities. The technique is often used in the refinement of structures of biological macromolecules, where the unfavorable parameter-to-observation ratio often leads to overfitted data and consequent systematic  errors  in least-squares minimization procedures.