Graduate Courses


  1. EPIB 607 - Inferential Statistics (Fall 2018) Department of Epidemiology, Biostatistics and Occupational Health, McGill University. 40 in-class hours, 81 graduate students 2018 [Website]
  2. MATH 697 - Mathematical Statistics (Fall 2017) Department of Mathematics and Statistics, McGill University. 40 in-class hours, 12 graduate students 2017 [Website]

Short Courses

2019

  1. Creating an R Package McGill University. May 27 2019 [Website]
  2. Avoir une présence en ligne: Outils pour la diffusion rapide et reproductible de la recherche R à Québec. May 14 2019 [PDF] [Website]
  3. High-dimensional data analysis using penalized regression methods McGill Summer School in Health Data Analytics. May 9 2019 [PDF] [Website]

2018

  1. Introduction to Regression Trees MATH 680 - Department of Mathematics and Statistics, McGill University. 28 February 2018 [PDF]
  2. Modèles d’arbres de régression Mini-cours - Département de mathématiques et de statistique, Université Laval. 8 février 2018 [PDF]

2017

  1. Introduction to the R package casebase for fitting smooth-in-time prognostic risk functions for survival data and visualizing incidence density using population time plots Guest lecturer for BIOS 602 - Epidemiology Regression Models II. Department of Epidemiology, Biostatistics and Occupational Health, McGill University. March 28 2017 [Code] [Website]

2016

  1. Fitting smooth-in-time prognostic risk functions for survival data and visualizing incidence density using population time plots Guest lecturer for BIOS 602 - Epidemiology Regression Models II. Department of Epidemiology, Biostatistics and Occupational Health, McGill University. March 23 2016 [Code] [Website]
  2. Loops and Simulations in R Department of Epidemiology, Biostatistics and Occupational Health, McGill University. Sponsored by Epidemiology, Biostatistics and Occupational Health Student Society EBOSS. April 15 2016 [Code] [Website]

2015

  1. Atelier sur le logiciel en R: Un introduction à la programmation en R GERAD: Groupe d’études et de recherche en analyse, Université de Montréal. Sponsored by HEC Montréal. July 29 2015 [Code] [Slides]
  2. Reproducible Research: An introduction to knitr Department of Epidemiology, Biostatistics and Occupational Health, McGill University. Sponsored by the CRM Statistics Laboratory and the Montreal Biostatistics Seminar Series. May 28 2015 [Code] [Slides]
  3. Introduction to knitr and R Markdown Montréal UseR Group, Notman House, Montréal. August 12 2015 [Code] [Slides]

2013

  1. Introduction to LaTeX Department of Mathematics and Statistics, Queen’s University. May 13 2013 [Slides]

Tutorials


  1. GitHub for Data Scientists without the terminal 2017 [Website]
  2. Interactive Heat Maps for R 2016 [Website]
  3. manhattanly: R package for interactive manhattan plots 2016 [Code] [Website]
  4. Interactive Volcano Plots in R with Plotly 2016 [Website]
  5. Interactive Q-Q Plots in R using Plotly 2016 [Website]
  6. Principal Component Analysis Cluster Plots with Plotly 2016 [Website]
  7. 7 Interactive Plots from the Pharmaceutical Industry 2015 [Website]