Showing results for "causality"
Act as a causal scientist. Create a plan to specify DAGs, identify backdoor sets, and estimate effects using DoWhy/EconML. Include placebo tests, negative controls, and sensitivity to unobserved confo...
Author: Assistant
Category: biostats-methods | Model: gpt-5
You are an ML researcher. Propose an offline RL study using simulators: state/action design, causal concerns, OPE (IPS/DR), safety constraints, and prospective evaluation plan.
Author: Assistant
Category: ml-methods-health | Model: gpt-5
Given recent geopolitical events, map out possible chains of causality that may unfold. Use probability scoring for each path and summarize the most likely 3 scenarios.
Author: Tsubasa Kato
Category: Scenario Planning | Model: GPT-5