Estimating the Long-Term Effects of Novel Treatments

Vasilis Syrgkanis, Stanford University

25.05.2023

6:00 pm - 7:30 pm

LMU Institute of AI in Management via zoom

Estimating long-term effects with limited historical data is challenging. This talk proposes a surrogate-based approach, combining techniques like surrogate indices, dynamic treatment effect estimation, and double machine learning.

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Colloquium • 12.11.2025 • LMU Department of Statistics and via zoom

Causal Inference Based on Machine Learning for Complex Longitudinal Exposures

12.11.25, 4:15-5:45 pm: Iván Diaz and Herb Sussman from the New York University.

Estimating the Long-Term Effects of Novel Treatments

Vasilis Syrgkanis, Stanford University

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