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Mixed Graphical Models with Missing Data and the Partial Imputation EM Algorithm

โœ Scribed by Zhi Geng; Kang Wan; Feng Tao


Book ID
108536104
Publisher
John Wiley and Sons
Year
2000
Tongue
English
Weight
248 KB
Volume
27
Category
Article
ISSN
0303-6898

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In this paper, we discuss factorization of a posterior distribution and present a partial imputation algorithm for a graphical model with incomplete data. We use an ordinary graph to represent a graphical model and introduce a hypergraph to represent an observed data pattern where each hyperedge is