Author

Kohei Miyaguchi

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Open access Jul 2026

Detection of unobserved common causes under additive noise models based on NML code for discrete, mixed, and continuous variables

The causal relationship between two random variables is categorized into four categories: two direct-case cases, two cases in which the variables are independent, and a case in which the variables are confounded by unobserved common causes.

Masatoshi Kobayashi, Kohei Miyaguchi, Shin Matsushima · Data mining and knowledge di... · 0 citations