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Advances in Minimum Description Length is written by Peter D. Grünwald and published by MIT Press. It's available with International Standard Book Number or ISBN identification 0262072629 (ISBN 10) and 9780262072625 (ISBN 13).
A source book for state-of-the-art MDL, including an extensive tutorial and recent theoretical advances and practical applications in fields ranging from bioinformatics to psychology.