Deniz Akdemir

Constraints on Causal Inference as Experiment Comparison: A Framework for Identification, Transportability, and Policy Learning

Causal inference seeks to predict the outcome of interventions from observational data \emph{under explicit causal assumptions}---for instance, predicting patient recovery under a new drug protocol based on historical medical records, estimating the effects of genomic interventio...