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DTSTART;TZID=UTC+1:20181015T140000
DTEND;TZID=UTC+1:20181015T151500
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SUMMARY:Mathias DRTON (Université de Copenhague) - "Causal Discovery in Linear Non-Gaussian Models "
DESCRIPTION:\nThe Statistical Seminar: Every Monday at 2:00 pm. \nTime: 2:00 pm – 3:15 pm\nDate: 15th of October 2018\nPlace: Room 3001. \nMathias DRTON (Université de Copenhague) – “Causal Discovery in Linear Non-Gaussian Models “ \nAbstract:We consider the problem of inferring the causal graph underlying a structural equation model from an i.i.d. sample. It is well known that this graph is identifiable only under special assumptions. \nWe consider one such set of assumptions\, namely\, linear structural equations with non-Gaussian errors\, and discuss inference of the causal graph in high-dimensional settings as well as in the presence of latent confounders. \nJoint work with Y. Samuel Wang. \n \nOrganizers:\nCristina BUTUCEA\, Alexandre TSYBAKOV\, Julie JOSSE\, Eric MOULINES\, Mathieu ROSENBAUM \nSponsors:\nCREST-CMAP \n \n\n
URL:http://crest.science/event/jamal-najim-cnrs-upem-tba-2-2-3-5-2-2-2-2-3-2
CATEGORIES:Statistics
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