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The essential equivalence of pairwise and mutual conditional independence

✍ Scribed by Peter J. Hammond; Yeneng Sun


Publisher
Springer
Year
2006
Tongue
English
Weight
202 KB
Volume
135
Category
Article
ISSN
1432-2064

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The mutual information is a measure of stochastic dependence. Here, we present a data-dependent nonparametric estimator of the mutual information. The algorithm, upon which this estimator rests, is based on Dobrushin's information theorem. The key idea is to build a succession of ΓΏner and ΓΏner parti

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