All Stories

  1. Prediction of an Acute Hypotensive Episode During an ICU Hospitalization With a Super Learner Machine-Learning Algorithm

    Article • Anesthesia & Analgesia, May 2020, Wolters Kluwer Health

    Romain Pirracchio

  2. The Balance Super Learner: A robust adaptation of the Super Learner to improve estimation of the average treatment effect in the treated based on propensity score matching

    Article • Statistical Methods in Medical Research, December 2016, SAGE Publications

    Romain Pirracchio

  3. Collaborative targeted maximum likelihood estimation for variable importance measure: Illustration for functional outcome prediction in mild traumatic brain injuries

    Article • Statistical Methods in Medical Research, June 2016, SAGE Publications

    Dr John K Yue, Romain Pirracchio

  4. Propensity score estimators for the average treatment effect and the average treatment effect on the treated may yield very different estimates

    Article • Statistical Methods in Medical Research, November 2013, SAGE Publications

    Romain Pirracchio