A kernel test for three-variable interactions

We introduce kernel nonparametric tests for Lancaster three-variable interaction and for total independence, using embeddings of signed measures into a reproducing kernel Hilbert space. The resulting test statistics are straightforward to compute, and are used in powerful interaction tests, which ar...

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Detaylı Bibliyografya
Asıl Yazarlar: Sejdinovic, D, Gretton, A, Bergsma, W
Materyal Türü: Conference item
Baskı/Yayın Bilgisi: Neural information processing systems foundation 2013