Q&A 40.2 — InterventionEngine: do-Calculus & Treatment Effects

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InterventionEngine — Q&A

Questions and answers about the InterventionEngine component (Phase 40.2, #810).

Topics Welcome

• do-calculus rules and their application
• Backdoor vs frontdoor adjustment selection
• Identifiability of causal effects
• Instrumental variable estimation
• Treatment effect heterogeneity (CATE)
• Handling continuous treatments
• Multiple simultaneous interventions
• Sensitivity analysis for unmeasured confounders

Getting Started

See the Phase 40.2 wiki page for full documentation.

Related: #810