Posts by Ugur Yildirim

[ad_1] How to know the unknowable in observational studiesIntroductionProblem Setup2.1. Causal Graph2.2. Model With and Without Z2.3. Strength of Z as a ConfounderSensitivity Analysis3.1. Goal3.2. Robustness ValuePySensemakrConclusionAcknowledgementsReferencesThe specter of unobserved…

[ad_1] A dynamic approach to treatment personalizationIntroductionWhen To Use Contextual Bandits2.1. Contextual Bandit vs Multi-Armed Bandit vs A/B Testing2.2. Contextual Bandit vs Multiple MABs2.3. Contextual Bandit vs Multi-Step Reinforcement Learning2.4.…