Topics
Here, we keep track of potential topic ideas for future meetings. Suggestions welcome!
- how to structure syntax files and projects in general
- writing dynamic and fully reproducible manuscripts using R Markdown and/or Quarto
- using packages like xtable, stargazer, gt, apaTables, flextable, texreg, gtsummary to export results (tables, models)
- writing manuscripts that conform to APA guidelines using the papaja package
- combining R and Python code in the same markdown file
- statistical software with a GUI that uses R for the computations (e.g., JASP, jamovi, BlueSky Statistics)
- alternatives to RStudio (e.g., Visual Studio Code, RKWard, Architect, Sublime, Emacs, Vim, …)
- the tidyverse and packages like tibble, magrittr, and dplyr
- for-loops and functionals (i.e., the
*apply()
family of functions and purrr for the tidyverse approach to functionals) - the data.table package
- writing your own R functions
- writing R packages
- the tidymodels framework
- working with APIs (e.g., loading data from CBS)
- making maps / visualizing spatial data
- Shiny for building interactive web apps
- string manipulations (using base R functions, stringr, etc.)
- working with dates and date-times (using base R functions, lubridate, etc.)
- machine learning methods with R
- reproducibility / Docker
- using R on the DSRI
- using ChatGPT for creating/documenting R code
- writing R code with the help of GitHub Copilot