Resources

1 Hour Crash Course on Partial Identification

Jakob Zeitler On Causal AI's Role in Optimal Experiments Ep 7 | CausalBanditsPodcast.com

causaloptim: An Interface to Specify Causal Graphs and Compute Bounds on Causal Effects

https://github.com/sachsmc/causaloptim

Partial Identification of the Average Treatment Effect Using Instrumental Variables: Review of Methods for Binary Instruments, Treatments, and Outcomes

https://pubmed.ncbi.nlm.nih.gov/31537952/

"Partial Identification of Probability Distributions" by Manski (2003)

https://link.springer.com/book/10.1007/b97478

CLeaR (Causal Learning and Reasoning)

https://www.cclear.cc/2025

Conference on Uncertainty in Artificial Intelligence (UAI)

https://www.auai.org

EUROPEAN CAUSAL INFERENCE MEETING (EuroCIM)

https://www.eurocim.org

American Causal Inference Conference (ACIC)

https://sci-info.org/2025-meeting/