Results from, "Causal health impacts of power plant emission controls under modeled and uncertain physical process interference."

This repository contains results from the paper, "Causal health impacts of power plant emission controls under modeled and uncertain physical process interference," by Wikle and Zigler (2024), to appear in Annals of Applied Statistics. The storage of these results helps facilitate access to and replication of the analysis in the paper. The results include output from the: Sulfate analysis tx-2016-100k-int-mx.RDS Asthma analysis asthma-pois-cut.RDS asthma-pois-plugin.RDS asthma-bart-cut.RDS asthma-bart-plugin.RDS Medicare analysis medicare-pois-cut.RDS medicare-pois-plugin.RDS medicare-bart-cut.RDS medicare-bart-plugin.RDS Simulation study simstudy-cm1-lm.RDS simstudy-cm1-bart.RDS simstudy-cm2-lm.RDS simstudy-cm2-bart.RDS simstudy-cm3-lm.RDS simstudy-cm3-bart.RDS simstudy-pm1-pois.RDS simstudy-pm1-bart.RDS simstudy-pm2-pois.RDS simstudy-pm2-bart.RDS simstudy-pm3-pois.RDS simstudy-pm3-bart.RDS Log-linear BART sensitivity analysis sensitivity-m100.RDS sensitivity-m200.RDS sensitivity-m300.RDS sensitivity-m400.RDS sensitivity-power05.RDS sensitivity-power1.RDS sensitivity-power15.RDS sensitivity-power2.RDS sensitivity-power25.RDS sensitivity-power3.RDS sensitivity-power4.RDS sensitivity-power5.RDS A description of these results can be found at https://github.com/nbwikle/estimating-interference, along with the R code used to generate these (and other results, such as figures) found in the manuscript and supplementary material.