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Shohei Shimizu

Me, 2 years old.	Me with a Shisa in 2011.

Assistant Professor
ISIR, Osaka University
Email: sshimizu ar.sanken.osaka-u.ac.jp

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Non-Gaussian Multivariate Statistics

I work on developing novel multivariate statistical models and apply them to life sciences and social sciences. The key is use of non-Gaussianity for model identification.

The LiNGAM Project:
This project develops methods for learning statistical models called structural equation models. An important application of those methods is causal inference.

• Tutorial slides, etc.
  • A short introduction
  • Tutorial slides at UAI2010 and references
  • Talk slides at IMPS2008 and erratum
• Papers and codes, etc.
  • My LiNGAM papers
  • A collection of LiNGAM-related papers

Neuroinformatics Group, HIIT