teaching

Materials for full term courses, short courses and tutorials that I've taught or created.

Graduate Courses

  • EPIB 607 - Inferential Statistics (Fall 2018, 2019, 2020, 2021)

    Department of Epidemiology, Biostatistics and Occupational Health, McGill University. 40 in-class hours.

    Course Website

  • MATH 697 - Mathematical Statistics (Fall 2017)

    Department of Mathematics and Statistics, McGill University. 40 in-class hours, 12 graduate students.

    Course Website

Short Courses

  • Creating an R Package

    McGill University. May 27, 2019.

    Course Website

  • Avoir une présence en ligne: Outils pour la diffusion rapide et reproductible de la recherche

    R à Québec. May 14, 2019.

    Course Website
    Slides

  • Lasso linear regression

    Department of Statistical and Actuarial Sciences, Western University. July 12, 2021.

    Slides

  • Rao-Cramér lower bound and asymptotic normality of the maximum likelihood estimator

    Department of Mathematics and Statistics, Memorial University. April 14, 2021.

    Slides

  • Best unbiased estimators and sufficiency

    Department of Mathematics and Statistics, Memorial University. November 15, 2021.

    Slides

  • High-dimensional data analysis using penalized regression methods

    McGill Summer School in Health Data Analytics. June 1, 2021.

    Slides

  • High-dimensional data analysis using penalized regression methods

    McGill Summer School in Health Data Analytics. May 9, 2019.

    Course Website
    Slides

  • Introduction to Regression Trees

    MATH 680 - Department of Mathematics and Statistics, McGill University. February 28, 2018.

    Slides

  • Modèles d’arbres de régression

    Mini-cours - Département de mathématiques et de statistique, Université Laval. February 8, 2018.

    Slides

  • Data Organization in Spreadsheets and Tidy Data

    Environmental Epidemiology Research Group, McGill University. February 27, 2019.

    Slides

  • Loops and Simulations in R

    McGill University - Department of Epidemiology, Biostatistics and Occupational Health. Sponsored by the Epidemiology, Biostatistics and Occupational Health Student Society.

    Course Website

  • Atelier sur le logiciel R

    Université de Montréal - GERAD: Groupe d'études et de recherche en analyse des décisions.

    Slides
    Materials on GitHub

  • Reproducible Research: An introduction to knitr

    McGill University - Department of Epidemiology, Biostatistics and Occupational Health. Sponsored by the CRM Statistics Laboratory and the Montreal Biostatistics Seminar Series.

    Slides
    Materials on GitHub