1.5k citations
- Oak Ridge National LaboratoryUS13 papers
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- Forschungszentrum JülichDE9 papers
- Kyungpook National UniversityKR9 papers
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- Los Alamos National LaboratoryUS8 papers
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Showing 2010 · math.STShow all
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math.ST2010★ 22 cited
Identifying Causal Effects with Computer Algebra
Luis David García-Puente, Sarah Spielvogel, Seth Sullivant
The long-standing identification problem for causal effects in graphical models has many partial results but lacks a systematic study. We show how computer algebra can be used to e…
math.ST2010★ 68 cited
Global identifiability of linear structural equation models
Mathias Drton, Rina Foygel, Seth Sullivant
Structural equation models are multivariate statistical models that are defined by specifying noisy functional relationships among random variables. We consider the classical case…