Workshops & Tutorials

• Writing code *for others* | Slides
  Tags: Refactoring Reproducibility R / Python Version control
• Build your own R package (It's easier than you think!) | Notebook
  Tags: R devtools usethis
• Data manipulation with dplyr | Notebook
  Tags: R tidyverse ggplot2
• A gentle introduction to Git and GitHub (for researchers) | Slides
  Tags: Version control Reproducibility Open science
• How to run a genome-wide association study (GWAS) from scratch | Repository
  Tags: Bash scripting Genetic data analysis
• Computing polygenic risk scores (PRS) from scratch | Repository
  Tags: Bash scripting Genetic data analysis

Talks & presentations

• From data to causes: potential and pitfalls of longitudinal panel data analysis | Slides
  Tags: Cross-lag panel model Cross-lag network model Causal inference System dynamics
• Common misconceptions about multiple imputation | Slides
  Tags: Selection bias Predictive mean matching Imputation quality control Data simulation
• Determinants and consequences of cardio-vascular health in childhood | Slides
  Tags: Causal inference Neuroimaging data analysis Carotid ultrasound Cardiac MRI analysis Mediation analysis
• Understanding psycho-cardiometabolic comorbidity: common causes, lifestyle factors and reciprocal influence | Slides
  Tags: Causal inference Longitudinal modeling Mediation analysis Moderation analysis

EMC coding club

You can find more programming-related tutorials and links to resources at the EMC coding café. Write me an email if you'd like to join as well!