causal effect estimation

6 papers

• An Analysis of Causal Effect Estimation using Outcome Invariant Data Augmentation
• CausalPFN: Amortized Causal Effect Estimation via In-Context Learning
• Data Fusion for Partial Identification of Causal Effects
• Demystifying Spectral Feature Learning for Instrumental Variable Regression
• Do-PFN: In-Context Learning for Causal Effect Estimation
• Estimation of Treatment Effects in Extreme and Unobserved Data