This directory contains codes evaluating the use of data-adaptive algorithms in doubly robust estimator (lmtp_tmle) in a low-PM2.5 setting (Canada). Please contact Chen Chen ([email protected]) if you have any question.

This repository contains codes and data to replicate the project "The diverging role of increasing wildfire smoke to ambient PM2.5 exposure disparity in California (2006 to 2018)".

This directory contains analytical codes for the project studying temporal trends of associations between fine particulate matter and acute care utilization in California

This directory contains study of the Vulnerability to Compound Climate Hazards of Extreme Heat, Wildfire Smoke and Health Impacts in California. Please contact Chen Chen ([email protected]) if you have any question.

This directory contains study of the spatial heterogeneity of health impacts from acute exposure to wildfire PM2.5 in California. It is a collaborative project between Chen Chen (suthlam) and Vivian Do (viviando). Please contact Chen Chen ([email protected]) if you have any question.

This directory contains a function that calculates heat index based on the National Weather Service equations and adjustments.

R code for methods and tools covered in Cheung, Dimitrova, Benmarhnia "An Overview of Modern Machine Learning Methods for Effect Measure Modification Analyses in High-Dimensional Settings"

Aguilera, R., et al. "A novel ensemble-based statistical approach to estimate daily wildfire-specific PM2.5 in California (2006–2020)." Environment International 171 (2023): 107719.

MHI - Disproportionate exposure to micro-urban heat islands across vulnerable populations in Lima city, Peru