Components

Topics:

  • Tidyverse
  • Importing, cleaning/tidying data
  • Subsetting
  • Creating and transforming variables
  • Preparing data for visualization and analysis

Topics:

  • Grammar of graphics
  • ggplot2

Topics:

  • Multiple regression and correlation
  • The linear model
  • The generalized linear model
  • Model assessment, specification
  • Bayesian data analysis

Topics:

  • RMarkdown, Quarto
  • knitr
  • papaja
  • xaringan, revealjs
  • git