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Welcome to the thinkCausal wiki. thinkCausal is federally funded project devoted to building scaffolded causal inference software implementing Bayesian Additive Regression Trees. You can find a live, beta version here.
If you would like to contribute, please seeing the contributing guidelines.
Clone the repository to your machine use git clone in terminal. Run renv::restore() in R to download the dependencies. Run /thinkCausal/dev/02_dev.R script to launch the app.
thinkCausal is a mix of 'base' R and tidyverse code. We try to adhere to the tidyverse style guide for code formatting. The easiest way to to format ~90% of your R code is Code -> Reformat Code within Rstudio.
We use roxygen2 for documenting functions and testthat for unit testing. Please familiarize yourself with both and feel free to reach out with an issue if you have any questions.
Independent lessons should be written as modules. See the wiki for details.
We use renv to manage dependencies. You can use renv::restore() to install all the necessary packages. Please limit adding additional packages.
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├── LICENSE
├── README.md
├── scratch/ Scratch work
├── screenshot.png
├── _site/ Static website that builds priism-center.github.io/thinkCausal_dev/
├── student_work/ Store for student's work
├── thinkCausal
│ ├── app.R App for pushing to shinapps.io
│ ├── DESCRIPTION
│ ├── dev/ Scripts for developing the app via the golem framework
│ │ ├── 01_start.R
│ │ ├── 02_dev.R
│ │ ├── 03_deploy.R
│ │ └── run_dev.R
│ ├── inst/ Content to build in the R package including the web application
│ │ ├── app
│ │ ├── extdata Store for external data such as csvs
│ │ ├── golem-config.yml
│ │ ├── reproduce
│ │ └── WORDLIST
│ ├── LICENSE
│ ├── LICENSE.md
│ ├── man
│ ├── NAMESPACE
│ ├── R/ All R functions and modules
│ ├── renv
│ ├── renv.lock
│ ├── tests
│ └── thinkCausal.Rproj
└── writing/ Store for various writing such as vignette prototyping