Statistical and Inductive Inference by Minimum Message Length (eBook, PDF)
C. S. Wallace
eBook, PDF

Statistical and Inductive Inference by Minimum Message Length (eBook, PDF)

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The Minimum Message Length (MML) Principle is an information-theoretic approach to induction, hypothesis testing, model selection, and statistical inference. MML, which provides a formal specification for the implementation of Occam's Razor, asserts that the 'best' explanation of observed data is the shortest. Further, an explanation is acceptable(i.e. the induction is justified) only if the explanation is shorter than the original data.This book gives a sound introduction to the Minimum Message Length Principle and its applications, provides the theoretical arguments for the adoption of the p...

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