2024
Conditional Common Entropy for Instrumental Variable Testing and Partial Identification
ICML 2024poster
Instrumental variables (IVs) are widely used for estimating causal effects. There are two main challenges when using instrumental variables. First of all, using IV without additional assumptions such as linearity, the causal effect may still not be identifiable. Second, when selecting an IV, the val…