作者: Peter Grünwald
DOI:
关键词: Mathematical statistics 、 Spring (mathematics) 、 Calculus 、 Minimum description length 、 Basis (linear algebra) 、 Mathematics 、 Subject (documents) 、 Algorithm
摘要: This tutorial provides an overview of and introduction to Rissanen's Minimum Description Length (MDL) Principle. The first chapter a conceptual, entirely non-technical the subject. It serves as basis for technical given in second chapter, which all ideas are made mathematically precise. main discussed great conceptual detail. is extended version two chapters collection "Advances Length: Theory Application" (edited by P.Grunwald, I.J. Myung M. Pitt, be published MIT Press, Spring 2005).