the work is that optimizing to make the correct decision generally involves understanding whether a causal effect is above … perspective---that confounding does not affect causal effect estimation and causal decision making in the same way---will help … improve the chance of success of future methodological developments for automated decision making …

We investigate various statistical methods for forecasting risky choices and identify important decision predictors …