Estimating excess mortality during heat waves using a causal inference framework and non-randomized time series
This repository contains all code for this project for reproducibility.
Data were colleccted as part of the National Morbidity, Mortality, and Air Pollution Study (NMMAPS).
analysis/1_preprocess_data.R: prepare data for analysis
analysis/2_EDA.R: exploratory data analysis
analysis/3_matching.R: match control and treated days
analysis/4_assess_matching.R: assess success of matching
analysis/5_inference.R: compare mortality on treated and control days, create figures
analysis/6_create_tables.R: create tables