Workshop on causal inference

In collaboration with the doctoral school 393, the CIPHOD, the CLEPIVIR and the PEPITES teams of IPLESP are co-organizing a workshop on causal inference, which will be held on June 2, 3, and 4 in room 210 at Sorbonne University - Faculty of Health – Saint-Antoine Hospital. The number of participants is limited to 20 doctoral students from ED393 and 20 members of IPLESP.

This workshop aims to introduce the basic concepts of causal inference.

Schedule

June 2 9h-12h Tools to ascend the ladder of causation
June 2 14h-15h Causal discovery
June 2 15h30-17h Poster session
June 3 9h-12h Causal estimation
June 3 14h-15h Emulated trials
June 3 15h30-17h On hands applications 1
June 4 9h-10h15 Causal reasoning with cyclic graphs
June 4 10h45-12h Causality and LLMs
June 4 14h-17h On hands applications 2

Materials

To download the slides about Tools to Ascend the Ladder of Causation, click here.

To download the slides about Causal Discovery, click here.

To download the slides about Causal Estimation, click here.

To download the slides about Target Trial Emulation, click here.

To download the zip file for the first lab, click here.

To download the slides about Cyclic Graphs, click here.

To download the zip file for the second lab, click here.

Organizers

CIPHOD Team: Simon Ferreira, Federico Baldo, and Charles Assaad

CLEPIVIR Team: Daria Bystrova

PEPITES Team: David Hajage