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abms-for-causal-inference

Code for: Murray EJ, Robins JM, George R. Seage III, Freedberg KA, Hernan MA. A Comparison of Agent-Based Models and the Parametric G-Formula for Causal Inference. American Journal of Epidemiology. 2017;186(2):131-42.

causal_inference_python_code

Python code for part 2 of the book Causal Inference, by Miguel Hernán and James Robins

causal_inference_rosetta_stone

Causal Inference Rosetta Stone: Dictionary and thesaurus of causal inference terms across disciplines

causaldiscovery_cdp

Implementation of causal discovery algorithms on the Coronary Drug Project placebo arm

causalgraphs_latex

Drawing graphical models for causal inference using LaTeX

causalinferencebook_stata

Stata code for part 2 of the book Causal Inference, by Miguel Hernán and James Robins

causalsurvivalanalysis

causalsurvivalanalysisworkshop

cdp-analysis-2016

Code for: Murray EJ, Hernán MA. Adherence adjustment in the Coronary Drug Project: A call for better per-protocol effect estimates in randomized trials. Clinical Trials. 2016; 13(4): 372 – 378.

cdp-analysis-2018

Murray EJ, Hernan MA. Improved adherence adjustment in the Coronary Drug Project. Trials, 2018; 19:158.

cdp-analysis2023

Re-analyses of the Coronary Drug Project (CDP) placebo arm data using various confounder sets

cdp-analysis2024

charm_reanalysis

SAS code for estimating the per-protocol effect in the Candesartan in Heart Failure Morbidity and Mortality Trial

cointoss_colliderbias

A worked example of collider bias inspired by The Book of Why, Pearl & Mackenzie

covid.abo.livingreview

covid_19

Cartoon infographics to help people understand what they can do to stay safe & healthy during the COVID19 pandemic

dataviz_challenges

Data visualization challenges

did_tutorial

Tutorial on the implementation of difference-in-difference analyses for estimating the effect of a group-level treatment among the treated.

didtutorial

distanceapp

network-spillover

neura_sydney_2019

shinycollider

a prototype shiny app for teaching collider bias

slides

A slide presentation framework in HTML, JS, and OOCSS

smdmcausalworkshop_2018