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Sanofi

CIFRE Thesis offer

CIFRE Thesis offer

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PhD position opening (”thèse CIFRE”) to work on causal inference, in the context of time to event/survival analysis under the direction of Dr Julie Josse, INRIA, and jointly with Dr Bernard Sebastien from the ‘Data, Data Science’ department of Sanofi R&D, France. The project will include applications of causal inference to observational studies. The following aspects will be studied:

  • influence of missing data and censoring ;
  • identification of heterogeneous treatment effects ;
  • identification of optimal policies (Dynamic Treatment Regime) ;
  • change in distributions (transportability methods)

The methodological work could be complemented by the development of a dedicated R package. Applicants should have strong knowledge in Statistics or Machine Learning and experience in R is required.

If you are interested please contact Julie Josse or Bernard Sebastien.

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