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.