NPCausal.jl

NPCausal.jl provides modern nonparametric causal estimators in Julia, with a focus on doubly robust inference, flexible nuisance estimation, and practical multi-treatment workflows.

Included Estimators

• ate for average treatment effects
• att for average treatment effects on the treated
• ctseff for continuous treatment effects
• ivlate and ivbds for instrumental-variable settings
• ipsi for incremental propensity score interventions

Tutorials

• Getting Started
• Advanced Estimators