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Latest publications

  1. Estimation of causal effects using linear non-Gaussian causal models with hidden variables

    Hoyer, P. O., Shimizu, S., Kerminen, A. & Palviainen, M. 2008 In : International Journal of Approximate Reasoning. 49, 2, p. 362-378 17 p.

    Publication: Contribution to journalA1 Refereed journal article

  2. A linear non-gaussian acyclic model for causal discovery

    Shimizu, S., Hoyer, P. O., Hyvärinen, A. & Kerminen, A. 2006 In : Journal of Machine Learning Research. 7, p. 2003-2030 28 p.

    Publication: Contribution to journalA1 Refereed journal article

  3. Estimation of linear, non-gaussian causal models in the presence of confounding latent variables

    Hoyer, P. O., Shimizu, S. & Kerminen, A. 2006 p. 155-162 8 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

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