vyask21/rhc-causal-inference

RHC Causal Inference

Interactive visualization of a causal inference analysis estimating the effect of Right Heart Catheterization (RHC) on 30-day mortality in critically ill ICU patients.

Based on the SUPPORT study, Connors et al. 1996 (JAMA 276:889-897).

Data

The SUPPORT/RHC dataset is publicly available with no data use agreement required. Source: hbiostat.org/data/repo/rhc.html

Methods

Propensity score model (logistic regression on 65 confounders), stabilized inverse probability weighting, augmented IPW (doubly robust), bootstrap confidence intervals, E-value sensitivity analysis.

Source Code

vyaskumar.com/projects/rhc-causal-inference