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This textbook, written by Steffen L. Lauritzen, provides a deep and authoritative explanation of the theory of graphical models. It focuses on the fundamental mathematical and statistical principles, with a traditional approach within statistics. This book offers a comprehensive overview of the Markov properties and the underlying graph t