eleanormurray
Epidemiologist & causal inference methodologist. Topics: design and analysis of randomized trials; causal simulation models. Diseases: HIV, CVD, mental health
Boston University School of Public Health
Pinned Repositories
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_Rosetta_Stone
Causal Inference Rosetta Stone: Dictionary and thesaurus of causal inference terms across disciplines
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
CoinToss_colliderbias
A worked example of collider bias inspired by The Book of Why, Pearl & Mackenzie
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.
eleanormurray's Repositories
eleanormurray/causalgraphs_latex
Drawing graphical models for causal inference using LaTeX
eleanormurray/CausalSurvivalAnalysisWorkshop
eleanormurray/COVID_19
Cartoon infographics to help people understand what they can do to stay safe & healthy during the COVID19 pandemic
eleanormurray/CausalSurvivalAnalysis
eleanormurray/causalinferencebook_stata
Stata code for part 2 of the book Causal Inference, by Miguel Hernán and James Robins
eleanormurray/DiD_Tutorial
Tutorial on the implementation of difference-in-difference analyses for estimating the effect of a group-level treatment among the treated.
eleanormurray/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.
eleanormurray/dataviz_challenges
Data visualization challenges
eleanormurray/Causal_Inference_Rosetta_Stone
Causal Inference Rosetta Stone: Dictionary and thesaurus of causal inference terms across disciplines
eleanormurray/CoinToss_colliderbias
A worked example of collider bias inspired by The Book of Why, Pearl & Mackenzie
eleanormurray/CDP-analysis2023
Re-analyses of the Coronary Drug Project (CDP) placebo arm data using various confounder sets
eleanormurray/NeuRA_Sydney_2019
eleanormurray/SMDMcausalworkshop_2018
eleanormurray/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.
eleanormurray/CDP-analysis-2018
Murray EJ, Hernan MA. Improved adherence adjustment in the Coronary Drug Project. Trials, 2018; 19:158.
eleanormurray/CausalDiscovery_CDP
Implementation of causal discovery algorithms on the Coronary Drug Project placebo arm
eleanormurray/CDP-analysis2024
eleanormurray/CHARM_reanalysis
SAS code for estimating the per-protocol effect in the Candesartan in Heart Failure Morbidity and Mortality Trial
eleanormurray/DiDtutorial
eleanormurray/distanceApp
eleanormurray/ShinyCollider
a prototype shiny app for teaching collider bias
eleanormurray/slides
A slide presentation framework in HTML, JS, and OOCSS
eleanormurray/causal_inference_python_code
Python code for part 2 of the book Causal Inference, by Miguel Hernán and James Robins
eleanormurray/COVID.ABO.LivingReview
eleanormurray/Network-Spillover