Courses/Workshops

• Categorical Data analysis - slides I - slides II - slide III - R code

• A modern demonstration of R for epidemiologists

• Statistical Methods for Meta-Analysis [R code] [Stata code]

• An introduction to R, Rmarkdown, and Shiny

• A not so short review on survival analysis in R [R script] [posit Cloud]

• Studying Mediation in Intervention Evaluation [R script]

• Get started with R (Uppsala 2017 October)

• Get started with R (KI-PHS 2016 October)

• Advanced statistics in Epidemiology - Master in Public Health Epidemiology

Useful teaching material

• Lecture notes Biostatistics I: Confounding and Interaction

• Incidence and mortality of Prostate Cancer in Sweden, gif over time

• Visualizing multivariate logistic regression (document)

• Visualize Type I/II errors: one-sample (z-)test of means

• Difference between Binomial and Poisson distribution (web app)

• Discrete random variables (lab document)

• The Normal distribution (lab document)

• Multivariable (2 dim) linear regression with no interaction (plot)

• Multivariable (2 dim) linear regression with interaction (plot)