Probabilistic Conditional Independence Structures(1st Edition)
Authors:
Milan Studeny
In Stock: 2 Left
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Total Price:
$64.37
Solution Manual Includes
Price:
$9.99
Book details
ISBN: 1849969485, 978-1849969482
Book publisher: Springer
Book Price $64.37 : Conditional Independence Is A Topic That Lies Between Statistics And Artificial Intelligence. Probabilistic Conditional Independence Structures Provides The Mathematical Description Of Probabilistic Conditional Independence Structures; The Author Uses Non-graphical Methods Of Their Description, And Takes An Algebraic Approach. The Monograph Presents The Methods Of Structural Imsets And Supermodular Functions, And Deals With Independence Implication And Equivalence Of Structural Imsets. Motivation, Mathematical Foundations And Areas Of Application Are Included, And A Rough Overview Of Graphical Methods Is Also Given. In Particular, The Author Has Been Careful To Use Suitable Terminology, And Presents The Work So That It Will Be Understood By Both Statisticians, And By Researchers In Artificial Intelligence. The Necessary Elementary Mathematical Notions Are Recalled In An Appendix.
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