RESOURCES

What is causal inference?

Guidelines and information for new graduate students

Estimating marginal versus conditional parameters in causal inference

Colliders in Epidemiology: an educational interactive web application by Luque-Fernandez et al (2018)

Media

Presentation for the Canadian Network for Drug Effect Studies (full video and slides)
Nov 25, 2015 in Montréal
Targeted Learning for the Estimation of Drug Safety and Effectiveness: Getting Better Answers by Asking Better Questions

Présentation pour les Sceptiques du Québec
Le 13 juin 2014 à Montréal
Compte-rendu publié dans Le Québec Sceptique, numéro 85
Comment s’informer ? Les médias, les études scientifiques, et l’utilisation des statistiques

Article de blog pour le site web Science et esprit critique
Le 11 septembre 2014
Autisme et vaccin : une autre nouvelle exagérée

R software Functions:

Collaborative Longitudinal Targeted Maximum Likelihood Estimation
September 2018

CTMLE with penalized estimation of the propensity score
​July 2017

Doubly robust estimation of marginal models
April 2015

Collaborative Targeted Maximum Likelihood Estimation (author: Susan Gruber)
Posted May 2015

External resources

Biostat @ UdeM (fr | en)

Avoiding Predatory Journals and Questionable Conferences: A Resource Guide
​by Dr. Sarah Elaine Eaton, University of Calgary

Overview of Statistics as a Scientific Discipline and Practical Implications for the Evaluation of Faculty Excellence​
​by The American Statistical Association