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Statistical and Inductive Inference by Minimum Message Length by C.S. Wallace (E

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Further, an explanation is acceptable (i.e. the induction is justified) only if the explanation is shorter than the original data. MML appears also to provide both a normative and a descriptive basis for inductive reasoning generally, and scientific induction in particular.

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